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DFEW/videos/2961.mp4
This video shows the changing facial expressions of a middle-aged man. He has short brown hair, thick eyebrows, and clear forehead wrinkles. At the beginning of the video, he opens his eyes, looks forward, and closes his mouth. As the video progresses, he blinks. In the middle of the video, there is no obvious change in his facial expression. Towards the end of the video, his mouth opens slightly, revealing some upper teeth.
1
DFEW/videos/1489.mp4
The video showcases the facial expressions of a middle-aged man with short black hair, light eyebrows, and a whistle in his mouth. At the beginning of the video, he lowers his head with a slight frown, creases appear between his eyebrows, his eyes are slightly open and looking downwards, and his mouth is slightly ajar. As the video progresses, he turns his head to the right and lifts it, raises his eyebrows, prominent forehead wrinkles, looks up and to the right, and tightens his lips. In the middle of the video, he puffs up his mouth forcefully, then slowly relaxes it. Towards the end of the video, he slightly opens his mouth, revealing some of his teeth.
2
CAER_mp4/train/Surprise/0932.mp4
This video shows the changing expressions of a woman. She has short brown hair and fair skin. Her eyebrows are relatively straight, and her eyes are not very big. At the beginning of the video, her mouth is slightly open, her eyelids are slightly lifted, and her eyes are slightly widened. As the video progresses, her head turns slightly to the right, her gaze also shifts to the lower right, and her mouth opens a bit more. Then, she tilts her head slightly to the left, her gaze also looks to the left, and her mouth opens even wider. From the middle to the end of the video, her head tilts slightly to the right, with not much angle change, but it's evident that she is attentively listening to something.
3
DFEW/videos/2850.mp4
This video shows the emotional expressions of a middle-aged man. He has short hair that is a mix of gold and white, with bangs covering the left side of his forehead. At the beginning of the video, his head tilts to the right, eyebrows slightly furrowed with clear lines between them, eyes half-closed looking downwards, and mouth closed. As the video progresses, he blinks, opens his mouth slightly, smiles with the corners of his mouth turning up, and turns his head to the left with slightly widened eyes. In the middle of the video, his eyebrows relax, mouth opens as he begins to speak, blinks, tilts his head to the left, eyes half-open looking forward, sways his head from side to side, eyeballs slightly turning to the right, looking towards the front. In the final part of the video, he blinks, raises his eyebrows, noticeable wrinkles appear on his forehead, continues to sway his head from side to side, eyes wide open, looking straight ahead.
4
CAER_mp4/train/Surprise/0419.mp4
The video shows the facial changes of a young man with fair skin and neatly styled dark short hair. His facial features are distinct, with thick and tidy eyebrows. At the beginning of the video, the person's eyes are slightly widened, with his gaze focused to the right. As time passes, he slightly turns his head to the right, his upper eyelids droop, his eyes look forward from the right side, his mouth opens slightly, and then his gaze looks to the right again. In the middle of the video, the person's head turns slightly to the right, with his upper eyelids drooping and lifting again, keeping his eyes wide open. His eyeballs move slightly to the right, his gaze becomes more focused, his mouth continues to open, with a larger amplitude. Towards the end of the video, his head tilts slightly to the right, his eyes close and open, and his mouth remains slightly open.
5
CAER_mp4/train/Neutral/1388.mp4
This video shows the changing expressions of a middle-aged woman. She wears a white headpiece with black hair neatly tied back. She has long, slender eyebrows and big, prominent eyes. At the beginning of the video, her eyes widen as she looks forward with closed lips. As the video progresses, her mouth opens as she begins to speak. In the middle of the video, her head slightly tilts up, with her upper eyelids drooping and her eyeballs turning slightly to the right and downward. Then her head tilts slightly to the left, lifting up while her upper eyelids droop more, eyes slightly open, looking downward and forward. Her eyes then widen a bit, and her head moves slightly. Towards the end of the video, her eyebrows slightly arch up, and her head tilts slightly downwards.
6
AFEW-VA/videos/460.mp4
This video shows the emotional changes of a middle-aged woman. She has short golden hair that appears slightly messy, with bangs combed to the left, and thick and well-groomed eyebrows. In the beginning of the video, her brows are slightly furrowed with faint wrinkles between them, eyes half-open looking downward, and lips tightly closed. As the video progresses, her chin lifts slightly, and her head turns slightly to the right. In the middle of the video, she blinks, tilts her head slightly to the left, eyes slightly open with eyeballs turning to the right, and head leaning to the left. Towards the end of the video, her lips tighten towards the center, and a few wrinkles appear on the upper lip.
7
CAER_mp4/test/Happy/0054.mp4
This video shows the emotional changes of a male character. He has black hair with bangs covering a small portion of his left forehead, and thick eyebrows. At the beginning of the video, his head tilts slightly to the left and is slightly lowered. His eyes are open, looking slightly to the left, with closed lips and a slight upward curve at the corners of his mouth. As the video progresses, he opens his mouth, showing most of his upper teeth, and blinks. In the middle of the video, he blinks, lifts his head slightly upward, the corners of his mouth retract, mouth slightly open, furrows his brows, eyebrows slightly furrowed down, mouth starts to speak as it closes, and his head sways slightly to the left and right. Towards the end of the video, his eyeballs turn slightly to the left, eyebrows slightly raised, head slightly lowered, stops speaking, and mouth slightly open.
8
DFEW/videos/1705.mp4
This video shows a female character's emotional transition from tension to terror. Her long black hair falls naturally, with big eyes, a high nose bridge, and slender eyebrows. At the beginning of the video, her eyes widen as she looks forward, and her mouth opens, revealing some teeth. As the video progresses, her head moves slowly to the right. In the middle of the video, her head continues to turn to the right. Towards the end of the video, her head quickly turns to the left, her hair flying along with the movement. Her mouth opens wide, showing most of her teeth, she screams, her eyelids droop, and her eyes tightly shut.
9
RAVDESS/data/Actor_05/01-02-04-02-01-01-05.mp4
The video shows the emotional changes of a young man's face. He has short brown hair with bangs covering part of his forehead. His eyebrows are thick and straight, his eyes are swollen and moist, and he has a high nose. At the beginning of the video, his brows are furrowed, wrinkles appear between his brows and along his nose bridge, his eyes squint slightly forward, his right lip is slightly closed, and the left lower lip is slightly downturned, revealing some teeth. As the video progresses, his lips part, mouth gently opens and closes, chin quivers slightly, and then he starts speaking. In the middle of the video, his head moves slightly up and down, and his eyebrows slightly raise. Towards the end of the video, his eyebrows raise and then fall back, he stops speaking, his mouth slightly opens, showing some teeth. Finally, his chin lifts slightly and then lowers.
10
MER24/video-labeled/sample_00001837.mp4
This video shows a young woman having an emotional outburst on the phone. She appears to be around 25 years old, fair-skinned, with a round face, neatly trimmed bangs, and dark brown hair styled in a low ponytail. At the beginning of the video, her eyes are half-closed with slightly swollen upper eyelids. Her mouth is wide open, with the upper lip lifted upward, the lower lip moved downward, and the corners of her mouth pulled to the sides, revealing some teeth. The muscles on her face are tense, there are faint smile lines on her cheeks, her eye sockets are slightly moist, indicating she is crying. Then she shakes her head and begins to speak with her mouth wide open. In the middle to later part of the video, she suddenly lifts her head, then lowers her chin slightly, her nostrils quivering slightly, suggesting rapid breathing. Her cheeks blush slightly due to emotional excitement, and the corners of her mouth move downward. Her jaw drops down and then lifts slightly, accompanied by intermittent sobbing sounds. Her head gently sways from side to side, occasionally lowering. Towards the end of the video, she lifts her head slightly, eyes closed, lips pressed together.
11
RAVDESS/data/Actor_24/01-01-05-01-01-01-24.mp4
In this video, it showcases the emotional changes of a young woman. She has fair skin, a delicate face, symmetrical features, slender and curved eyebrows, large and expressive eyes, a straight nose, and thin yet slightly rosy lips. Her brown hair is neatly styled and pinned behind her ears. In the beginning of the video, the woman's eyes widen, her eyelids lightly tighten upwards, and her lips slightly part while keeping the facial muscles relaxed. As the video progresses, her mouth starts to open, lips gradually part to reveal some teeth, and her brows slightly furrow. Then, as her lips move open and close while speaking, her chin slightly lowers, the corners of her mouth tug slightly, showing more teeth. Towards the end of the video, her lips gradually close, maintaining a slightly open posture, her eyes still wide open, gazing ahead. The facial muscles gradually relax, returning to a more serene expression.
12
CAER_mp4/train/Neutral/1809.mp4
The video shows a woman in her early thirties with smooth skin, golden and neatly styled hair in an elegant updo, and striking earrings. She has thin, slightly arched eyebrows, large expressive eyes, a small and straight nose, and sensual red lips. At the beginning of the video, she lowers her head with drooping eyelids. Her upper lip gently arches up, naturally parting from the lower lip, with the corners of her mouth slightly lifting. Then she tilts her head to the left, opens her eyes wide to look ahead, raises her eyebrows slightly, especially the right one appears slightly higher. At this moment, her mouth opens to speak. She moves her head slightly backward and then lifts it up. In the middle of the video, her eyebrows are noticeably raised, eyes widen, head tilts to the right, and she nods. Then she blinks, eyebrows return to a natural state, and her mouth remains open as she continues to speak. Towards the end of the video, she keeps talking while looking straight ahead. Her eyebrows raise again, head turns left and right, and her mouth closes.
14
RAVDESS/data/Actor_24/01-01-02-02-01-02-24.mp4
This video shows the emotional changes of a young woman. She has brown hair with a black hair clip on the right side of her head, and long thin eyebrows. At the beginning of the video, she opens her eyes, looks forward, and closes her mouth. As the video progresses, she tilts her head slightly to the right, slightly opens her mouth, revealing a part of her upper teeth. In the middle of the video, she closes her mouth, starts to speak, tilts her head slightly up, slightly moves her upper eyelids, lightly shakes her head, and blinks her eyes. Towards the end of the video, she lowers her head slightly, stops speaking, closes her mouth, slightly lifts the corners of her mouth, and blinks her eyes lightly.
15
CAER_mp4/train/Neutral/1957.mp4
This video shows the emotional changes of a middle-aged woman. She has black shoulder-length hair with bangs covering her forehead and part of her eyebrows, wearing a pair of framed glasses with a high nose bridge. At the beginning of the video, her eyes open, looking to the right front, with her mouth tightly closed. As the video progresses, her head slightly lowers, lips pursed lightly, and wrinkles deepening at the left corner of her mouth. In the following videos, there is no obvious change in her facial expression.
16
CAER_mp4/test/Happy/0494.mp4
The video shows a young man smiling in social settings. He has short black hair, a straight nose, and a sparse beard on his chin and upper lip. At the beginning of the video, his eyebrows are slightly furrowed, with a fine wrinkle between them and his nose. His eyes narrow, looking straight ahead, his mouth opens, showing some upper teeth, and the corners of his mouth turn upwards. As the video progresses, he blinks, the corners of his mouth lift, his smile deepens, and his mouth opens to speak. In the middle of the video, he continues talking with no significant change in expression. Towards the end of the video, he tilts his head slightly from side to side, then stops speaking, his mouth opens, showing some upper teeth, and the corners of his mouth turn upwards.
17
AFEW-VA/videos/574.mp4
The video shows the changing facial expressions of a woman. She has medium-length curly hair that is fluffy and brown in color, thin arched eyebrows, a straight nose, light eyeshadow on her eyes, earrings worn on her ears, and full lips. At the beginning of the video, her head tilts slightly to the right, her upper eyelids droop, eyes look downwards, mouth opens, revealing some teeth. As the video progresses, her head gently sways, and the opening of her mouth widens. In the middle of the video, her mouth closes as she speaks, and her upper eyelids slightly lift. Towards the end of the video, her eyebrows raise, her eyes blink, and her mouth opens.
18
DFEW/videos/509.mp4
The video shows the emotional changes of a middle-aged man. He has curly short brown hair, a high nose bridge, a stubble beard, and black headphones on his left ear. At the beginning of the video, his eyes are wide open, looking straight ahead, with his mouth slightly open. As the video progresses, his eyeballs move to the left, his head turns to the left, his mouth closes, and he starts speaking. In the middle of the video, his eyeballs move to the right, looking downwards. Then, his eyeballs move to the left, his head slightly tilts to the left, followed by his eyeballs moving to the right, his head slightly turning to the right, and he stops speaking with his mouth slightly open. In the following part of the video, there are no significant changes in his facial expressions.
19
DFEW/videos/1490.mp4
This video shows a middle-aged woman's facial expressions changing when she is emotionally excited. She has long black curly hair cascading over her shoulders. At the beginning of the video, her eyes are closed, her mouth is open, and the corners of her mouth are pulled downward, revealing a few teeth. As the video progresses, her head tilts slightly forward. In the middle of the video, she slightly lowers her head, raises and then lowers her upper eyelids, and moves her head slightly from side to side. Towards the end of the video, her head tilts slightly downward, teeth clenched. Then her eyes open, gazing straight ahead. Subsequently, her head lifts slightly, and her mouth opens slightly.
20
DFEW/videos/13805.mp4
This video shows the facial changes of a young man with thick eyebrows, wearing a light green helmet. At the beginning of the video, his eyes are slightly open, looking straight ahead, his lips slightly pursed, with a slight pout. As the video progresses, he blinks, his eyes half-open, and the corners of his mouth slightly upturned. In the following video clips, his facial expression remains unchanged.
21
AFEW-VA/videos/543.mp4
The video shows the emotional changes of a young boy. The boy appears to be around his early teens with short black hair and big eyes. At the beginning of the video, the boy's eyes are wide open, with his eyeballs slightly bulging as he stares straight ahead. His mouth is open, revealing his upper teeth. As the video progresses, his head tilts slightly back while still focusing ahead. In the latter part of the video, his head moves slightly from side to side, and his lower lip is gently tugged.
22
RAVDESS/data/Actor_07/02-02-06-02-01-02-07.mp4
This video shows the facial expressions of a young man changing. He has short brown hair, curved eyebrows, slightly watery and red eyes, and a high nose bridge. At the beginning of the video, his eyes widen, looking straight ahead, his mouth slightly open, revealing some upper teeth. As the video progresses, his eyebrows raise slightly, furrowing, and his mouth closes as he begins to speak. In the middle of the video, his eyebrows furrow downwards, and he continues to speak. Towards the end of the video, he stops speaking, his mouth slightly open, revealing some teeth.
24
RAVDESS/data/Actor_04/01-01-01-01-01-01-04.mp4
The video shows the facial changes of a young woman. She has brown curly hair, visible freckles on her cheeks, and thin arched eyebrows. At the beginning of the video, she opens her eyes, looks forward with slightly pursed lips. As the video progresses, she blinks her eyes, eyebrows arched. In the middle of the video, she blinks once, eyebrows still arched, noticeable wrinkles appear on her forehead, and her mouth opens as she starts speaking, with her eyes blinking frequently. Towards the end of the video, she stops speaking, lightly purses her lips, blinks her eyes once more.
25
DFEW/videos/2013.mp4
This video demonstrates the facial changes of a young woman who has thick, black, curly long hair and eyebrows. At the beginning of the video, she raises her eyebrows, furrows her brow slightly, forming faint wrinkles between her eyebrows. She closes her eyes, opens her mouth wide, exposing most of her upper and lower teeth and some of her upper gum. As the video progresses, her head leans forward, her brow tightens inward, the wrinkles between her brows deepen, her eyes shut tightly, teeth clenched, letting out a scream, then opens her mouth wide and slightly lowers her head. In the middle of the video, her head tilts up and sways slightly from side to side. Towards the end of the video, her head moves forward slightly, her teeth close, her lips widen, revealing upper and lower teeth.
26
CAER_mp4/train/Disgust/0098.mp4
In this video, the emotional changes of a young woman appear subtle and profound. She is around 25 years old with dark long curly hair, smooth skin, soft facial features, naturally curved eyebrows, large and expressive eyes, a straight nose, and full facial structure. At the beginning of the video, her eyes are open looking straight ahead, with a slight frown on her forehead and closed lips. As time passes, she blinks her eyes and still gazes forward. In the middle of the video, her eyes squint slightly, blinks rapidly, and opens her mouth to speak. Towards the end of the video, she blinks again and continues speaking. Throughout the entire process, her head remains steady without noticeable changes.
27
RAVDESS/data/Actor_15/01-02-04-02-01-01-15.mp4
This video shows the facial expression changes of a young man. He has short curly black hair, thin eyebrows, and dark eyes. At the beginning of the video, his eyes are open and looking straight ahead, with his mouth closed. As the video progresses, the corners of his mouth slightly downturn, followed by his mouth opening to start speaking. In the middle of the video, his eyebrows raise and a few wrinkles appear on his forehead. His eyebrows relax, then his head turns slightly to the left and moves up and down slightly. Towards the end of the video, he stops speaking, his mouth slightly open, revealing the upper teeth. Finally, his nostrils gently expand, and at the same time, his chin moves slightly to the left.
28
DFEW/videos/1353.mp4
The video shows the facial changes of a young woman who appears to be around 20 years old. She has black hair with bangs covering her entire forehead, thick eyebrows, and her head and the back of her head are wrapped in a headscarf. At the beginning of the video, she opens her eyes to look forward, slightly opens her mouth, revealing part of her upper teeth. As the video progresses, there is no significant change in her facial expression. In the middle of the video, her head slightly turns to the right, her eyeballs move slightly to the right, her lower lip slightly raises, and the opening of her mouth becomes smaller. Towards the end of the video, her eyeballs move slightly to the left.
29
MAFW/videos/09068.mp4
The video shows the emotional changes of a middle-aged woman. She has neatly combed black hair tied back, thin eyebrows, a high nose bridge, and white stud earrings on her ears. At the beginning of the video, her eyes are slightly closed, and her mouth is closed. As the video progresses, her eyes open, eyeballs turn to the right, her head also turns to the right, then she blinks, and sticks out her tongue to lick her lips. In the middle of the video, her tongue retracts, eyebrows raise slightly, and her mouth opens to start speaking. Towards the end of the video, her facial expression remains unchanged, and her mouth stays open.
30
RAVDESS/data/Actor_07/01-02-03-01-01-02-07.mp4
This video shows the emotional changes of a young male with short brown hair combed neatly to the left, thick eyebrows, and a high nose bridge. At the beginning of the video, his eyes open, looking straight ahead, his mouth partially open, showing most of his upper teeth, with the corners of his mouth slightly upturned, and a smile on his face. As the video progresses, his lower lip moves up, and the upper and lower teeth come together. In the middle of the video, his mouth closes, he starts singing, tilting his head slightly downwards and to the left. Then his head slightly shakes, and the back of his head leans to the left. In the later part of the video, he stops singing, with corners of his mouth upturned, showing his upper teeth, grinning, and winking.
31
MER24/video-labeled/sample_00002014.mp4
The video shows the emotional changes of a middle-aged woman. She has short black hair, thin long eyebrows, and wears a pair of pearl earrings on her ears. At the beginning of the video, her eyes are half-opened, looking downwards, with her mouth slightly open, revealing some of her bottom teeth. As the video progresses, her mouth closes to speak, then she blinks, looks to the right, and her upper eyelids droop. In the middle of the video, her head tilts slightly to the left, she blinks gently, then her eyeballs move slightly to the right, followed by a turn of her head to the right. Towards the end of the video, she blinks, looks down to the left, then tilts her head slightly to the right. She stops speaking, her mouth slightly open, showing a few of her bottom teeth.
32
MER24/video-labeled/sample_00003843.mp4
The video shows the facial and emotional changes of a middle-aged woman. She has short, curly black hair and wears glasses. At the beginning of the video, she tilts her head to the right and slightly lowers it, with her lips slightly parted. As the video progresses, she turns her head slightly to the right and leans forward a little, opening and closing her lips as she speaks. In the middle of the video, she nods her head and continues speaking. Towards the end of the video, she turns her head to the left. Her lips close.
33
CAER_mp4/train/Neutral/0379.mp4
This video shows subtle changes in facial expressions of a middle-aged young man with short black hair and fair skin. At the beginning of the video, he turns his head to the right, looks to the right with his mouth closed, and the corners of his mouth move slightly to both sides. As the video progresses, he tilts his head slightly to the right, with his left eyebrow raised and right eyebrow lowered, the wrinkles between the eyebrows deepen slightly, and there is a hint of mischief in his eyes. Then, he slightly lowers his head, while the other facial expressions remain the same. Until the end of the video, his head tilts slightly to the left.
34
CAER_mp4/train/Happy/0143.mp4
This video shows the facial expressions and body language changes of an adult male. He has dark short hair and a distinct facial contour. At the beginning of the video, his head slightly turned to the right, eyes open, wearing a slight smile, with the corners of his mouth gently upturned and lips slightly parted. As the video progresses, he blinked, tilted his head to the left, lips moved slightly, and said a few words. In the middle of the video, his head shook slightly, blinked a few times, lips opening and closing as he spoke, gradually returning to a neutral position. Towards the end of the video, he nodded, blinked, and continued speaking.
35
MAFW/videos/08994.mp4
This video shows the emotional changes a woman goes through during a phone call. She has a darker complexion, tightly pulled back hair, and no obvious makeup on her face. At the beginning of the video, her eyebrows are furrowed, the muscles on her forehead are contracted inward, her eyes are tightly shut with eyelids pressed down, and the wrinkles between her eyebrows deepen noticeably. Her cheeks are slightly bulged, holding the phone with her right hand against her cheek, lips closed. As the video progresses, she lifts her head slightly upward, her eyes still closed tightly, wrinkles on her forehead remaining prominent, and her eyebrows consistently furrowed. Her lips slightly part, then purse, she nods slightly, eyes half-closed, lips moving as she speaks. In subsequent scenes, her lips tighten slightly, eyebrows still furrowed, hand still pressed against her cheek.
36
MER24/video-labeled/samplenew_00035806.mp4
The woman in the video has long black hair, fair skin, slender eyebrows, a small nose, full face, and rosy lips. At the beginning of the video, her eyelids slightly tighten upwards, her eyes appear slightly widened, and her eyebrows raise slightly. Her lips are slightly parted, with the upper lip slightly raised and the corners of her mouth pulled slightly to the sides. As the video progresses, her head shakes slightly, eyebrows slightly raise, with the right eyebrow noticeably raising. Her gaze remains focused, looking straight ahead. Her lips keep opening and closing while talking, with moderate movement between the upper and lower lips. In the middle of the video, she turns her head to the left side and then returns to center, with her eyebrows slightly lowering and then raising slightly. In the later part of the video, her gaze remains focused, her forehead slightly furrows, and her mouth keeps opening and closing. She slightly turns her head to the left, with her eyeballs moving accordingly, still focusing on the front. Finally, her mouth slightly opens as she looks ahead.
37
MER24/video-labeled/sample_00004498.mp4
The video features a young woman with short brown hair, showing her forehead, thin eyebrows, and a straight nose. At the beginning of the video, her eyes are closed and her mouth is shut. As the video progresses, her mouth opens to speak, and her upper eyelids lift while her eyes half-open. Then, she blinks, and her gaze looks forward. In the middle of the video, she blinks, raises her chin slightly. Then, she blinks, and at the same time, her left eyebrow raises and then falls back, tilting her head to the left while her eyeballs move to the left. Towards the end of the video, she stops speaking, her mouth slightly open, revealing a hint of her front teeth, and her eyeballs shift slightly to the right.
38
CAER_mp4/train/Neutral/0018.mp4
This video shows the changing facial expressions of a young man. He has short deep brown hair neatly combed to the sides, thick eyebrows, and a high nose bridge. At the beginning of the video, his head tilts slightly to the right and lifts slightly upwards, with drooping upper eyelids, slightly open eyes, downturned corners of the mouth, protruding lower lip, and closed mouth. As the video progresses, he opens his mouth to speak, tilts his head to the right, and furrows his brows lightly. In the middle of the video, his brows relax, his head continues to tilt to the right, the upper eyelids droop, the eyes close and then slightly open, pauses speaking, and closes his mouth. In the later part of the video, his eyebrows gently raise, his head lifts up, his lips slightly part, continues speaking, and his brows slightly furrow.
39
MAFW/videos/10849.mp4
The video shows a young woman expressing apology in an emotionally excited situation. She has fair skin, light-colored short hair, and clear facial features. Her eyebrows are thin and long, her eye sockets deep, and she has a small nose. At the beginning of the video, she slightly lowers her head, furrows her brows, and deep wrinkles appear between her eyebrows. Her eyes are slightly closed, with noticeable creases on her eyelids. Her lips are tightly pursed, with the corners of her mouth slightly pulled to the sides, cheeks raised upwards, forming visible smile lines. As the video continues, she slowly lifts her head, opens her eyes, and looks at the other person. Her mouth slightly opens, the upper lip lifts slightly upwards, revealing a few white upper teeth, and the corners of her mouth move slightly downwards. As the video progresses, she turns her head from side to side, speaking with slightly trembling lips, and her eye sockets are a bit red. Her upper and lower lips quiver slightly, trying to hold back tears. Her eyes look downward, eyebrows furrowed, with tears shimmering at the corners of her eyes. Towards the end of the video, she tilts her head slightly downwards. Her lips are tightly pursed, with the corners of her mouth slightly downturned, tears swirling in her eye sockets.
41
CAER_mp4/validation/Anger/0143.mp4
This video shows the emotional changes on the face of a middle-aged man. He has dark short hair and thick, straight eyebrows. At the beginning of the video, his eyebrows are slightly raised, eyes wide open, looking up, mouth closed. As the video progresses, his eyebrows lower, eyes shift slightly down and to the left, head tilts slightly to the left, eyes looking down to the left, and mouth opens to speak. In the middle of the video, his eyes move to the right, gaze forward, he blinks, eyes shift slightly to the left before returning, head sways slightly left and right, and furrows his brows. Towards the end of the video, his eyebrows slightly raise and then lower, he stops speaking, mouth slightly open.
42
CAER_mp4/test/Neutral/0088.mp4
The video captures the facial expressions of a young man with short black fluffy hair that partially covers his forehead. His eyebrows are thick and straight, and he has a straight nose. At the beginning of the video, his head is lowered, eyebrows furrowed, eyes half-opened, and mouth slightly open. As the video progresses, he raises his head slightly and turns it to the left, looking towards the left side, and starts speaking with his mouth closed. In the middle of the video, he nods his head forward briefly, then turns his head to the right, lowers it, raises the upper eyelids, stops speaking, purses his lips, and pulls down the corners of his mouth. Then he turns his head to the left, looks to the left, slightly opens his mouth, revealing a small gap. Towards the end of the video, he turns his head to the right and lowers it, relaxing his eyebrows, lowering the upper eyelids, and looking downwards.
43
RAVDESS/data/Actor_23/02-01-06-02-02-01-23.mp4
The video shows the emotional changes of a young man. He has a round face, slightly messy black short hair, leaning to one side, and a high-bridged nose. At the beginning of the video, he opens his eyes, gazes straight ahead, slightly purses his lips, and tucks his lower lip in. As the video progresses, his head tilts slightly forward and his mouth opens slightly. In the middle of the video, his eyebrows raise, the ends of his eyebrows downturn forming a figure-eight shape, fine forehead lines appear, his eyes narrow, his eyeballs move to the right, and at the same time, his mouth opens as he starts speaking, with the corners of his mouth pulled down. His eyeballs then move to the right again. Towards the end of the video, he stops speaking, slightly opens his mouth, lowers the corners of his mouth, revealing some teeth. He blinks, looks to the right, then turns his eyeballs to the left, gazing ahead. Subsequently, he blinks, and the corners of his mouth slightly lift up.
44
MER24/video-labeled/samplenew_00045560.mp4
The video shows a woman dressed in exquisite traditional clothing, with delicate hair accessories on her head, dangling dazzling earrings on her earlobes, and black hair pinned up at the back of her head. At the beginning of the video, the woman's eyes are half-open, looking straight ahead with tears in her eyes, her mouth slightly open revealing a few teeth. As the video progresses, her mouth closes as she starts speaking, her head lifts slightly, she blinks three times, and then her mouth closes, ending her speech. In the middle of the video, she blinks twice, opens her mouth, and starts speaking. Towards the end of the video, her eyeballs turn to the left, her gaze following, her head turning to the left, then her eyeballs turn to the right, looking straight ahead, her head slightly turning to the right, she stops speaking, and her mouth closes.
45
DFEW/videos/15920.mp4
The video depicts the emotional fluctuations of a young male with a classic Japanese samurai hairstyle. His hairline is smooth on the forehead, bald on the crown, combed up on both sides, with thick eyebrows, and a scar on his right cheek. At the beginning of the video, his brows are slightly furrowed with fine lines between them, eyes widened, looking downwards, and lips slightly parted. In the middle of the video, his mouth gradually closes, the lower lip lifts, the corners of his mouth droop, then his mouth relaxes slightly with the corners parallel. Towards the end of the video, his brows furrow tightly with deeper lines between them, nostrils slightly dilate, mouth purses tightly, the lower lip lifts, and the corner of his mouth droops.
46
CAER_mp4/train/Happy/0971.mp4
This video shows the facial expressions of a young woman. She has short reddish-brown hair, large eyes, and a hooked nose. At the beginning of the video, her eyes are open, looking to the left. Her mouth is slightly open, showing her upper teeth, with the corners of her mouth slightly upturned. As the video progresses, she turns her head to the right, with her eyeballs moving accordingly. Her mouth opens and closes as she speaks. Then, her mouth slowly closes, and the corners of her mouth stretch to both sides. In the middle of the video, she tilts her head slightly to the right. Subsequently, she closes her mouth and then opens it wide, before closing it slowly again. At the end of the video, her mouth is slightly open, and her eyes look to the left. Overall, she displays a relaxed and joyful demeanor.
47
RAVDESS/data/Actor_21/02-02-05-01-01-01-21.mp4
The video shows the changing facial expressions of a young man with short black hair, thick black eyebrows, and a full forehead. At the beginning of the video, his eyes open and look straight ahead, his mouth slightly open revealing a glimpse of teeth. As the video progresses, he nods slightly, closes his mouth, starts speaking with a furrowed brow, visible wrinkles appearing between his eyebrows, upper eyelids tightening, and eyes squinting. In the middle of the video, his head gently moves up and down, with his mouth still slightly open. Towards the end of the video, he stops speaking, firmly closes his mouth, lips puckering slightly, his brow relaxes, and the wrinkles between his eyebrows fade.
48
RAVDESS/data/Actor_23/02-01-07-01-01-01-23.mp4
This video shows the emotional changes of a young man with black hair and straight eyebrows. At the beginning of the video, his head tilts slightly to the right, eyes wide open, looking straight ahead, mouth closed, and the corners of his mouth slightly downturned. As the video progresses, he blinks, eyes half-open, looking down and to the right, head slightly turning to the right, and his mouth opens to speak. In the middle of the video, he blinks, eyes wide open, looking straight ahead, then blinks again, eyes half-open, looking down. Towards the end of the video, he blinks, eyes open, looking straight ahead, with his upper eyelids slightly drooping, eyeballs rotating slightly downward. He stops speaking, mouth slightly open, blinks, and looks down to the right.
49
MAFW/videos/10646.mp4
This video shows a middle-aged man's emotional fluctuations. He has dark skin, short black hair, and a black beard. At the beginning of the video, his eyes are wide open, eyebrows furrowed, with visible creases between them. His mouth is wide open, showing a row of lower teeth and a small portion of upper teeth. As the video progresses, he raises his lower jaw and clenches his teeth. In the middle of the video, his head slightly sways from side to side, mouth wide open, eyes widened, eyebrows furrowed even more, mouth closes, he starts speaking, and his eyebrows press down. In the later part of the video, he stops speaking, the corners of his mouth pull to the sides, and his teeth are clenched.
50
MER24/video-labeled/sample_00002458.mp4
The video shows the emotional changes of a middle-aged woman. She has short black hair, bangs diagonally covering the left side of her forehead, thin long eyebrows, and pearl earrings on her ears. At the beginning of the video, she opens her eyes wide, looks to the left, and keeps her mouth closed. As the video progresses, she lifts her head to the left and shakes it slightly, then speaks a sentence with her mouth closed. In the middle of the video, she blinks once, turns her head to the right, opens her mouth, and starts to speak. Then, she blinks again, turns her head to the left, squints her eyes, and looks to the left. Towards the end of the video, she blinks her eyes, opens them, stops speaking, slightly opens her mouth, revealing some upper teeth.
51
CAER_mp4/train/Sad/0927.mp4
This video showcases the emotional changes of a young woman. She has light golden wavy long hair, tied back naturally, with small earrings on her ears. Her eyebrows are thin and long, eyes are light blue, and lips are slightly thin. At the beginning of the video, her eyes are closed, mouth slightly open with the corners slightly upturned, revealing some upper teeth. As the video progresses, her head lowers, upper eyelids raise and lower, and her lips slightly part to speak. In the middle of the video, her head lifts, upper eyelids raise, eyes slightly upward, stops talking, mouth slightly open with corners upturned, showing some upper teeth. Then her head gently sways from left to right. In the later part of the video, her head tilts slightly to the right, blinks, eyes open, gaze slightly upwards. Then her head turns to the left.
52
RAVDESS/data/Actor_10/01-02-04-02-01-02-10.mp4
This video showcases the emotional changes of a young woman. She has brown hair neatly tied back, slender and light eyebrows, blue eyes, and a high nose bridge. At the beginning of the video, her eyes open, looking straight ahead with closed lips. As the video progresses, there are no significant changes in her facial expressions. In the middle of the video, she slightly lifts her head, slightly opens her mouth to speak, furrows her brow, slightly widens her eyes, tilts her head slightly to the right, then slightly to the left, and slightly lowers it. In the latter part of the video, her furrowed brow relaxes slightly, eyes open wider, speaking stops, corners of the mouth lift to reveal some teeth, eyelids droop, and eyes close.
53
RAVDESS/data/Actor_07/01-01-03-01-02-02-07.mp4
The video showcases the emotional changes of a young man in his twenties, who has fair skin and delicate skin texture. His brown short hair is neatly combed, with clearly defined features, thick eyebrows, straight nose bridge, thin lips, slightly upturned corners of the mouth, forming a natural smile. In the beginning of the video, his eyes are wide open, lips closed, corners of the mouth upturned, revealing a slight smile. As the video progresses, he blinks, lips slowly open, upper lip slightly raised, revealing neat teeth. In the middle of the video, his eyebrows slightly raise, fine wrinkles appear on his forehead. Then, he blinks, eyebrows relax, wrinkles on the forehead disappear, at the same time, his lips move as he speaks. Towards the end of the video, his mouth opens wide, revealing the upper row of teeth, corners of the mouth still upturned, maintaining a pleasant smile.
54
CAER_mp4/train/Neutral/2978.mp4
The video shows emotional changes of a young woman with black curly hair, dark skin, thin long black eyebrows, and a low nose bridge. At the beginning of the video, her eyes are tightly closed, mouth open showing a row of teeth. As the video progresses, her head moves to the right, mouth closes to start speaking, then her head moves to the left and eyes open. In the middle of the video, she continues speaking, slightly moving her head to the right, then closing her eyes. Towards the end of the video, still speaking, she raises her left eyebrow, turns her head to the left, then back to center, followed by a slight turn to the right, stops speaking, and closes her mouth.
55
RAVDESS/data/Actor_16/01-01-08-02-01-02-16.mp4
The video shows a middle-aged woman experiencing a gradual change in emotions from calm to joyful. She has brown hair neatly combed back, with thin and arched eyebrows. At the beginning of the video, her eyes are half-closed, looking straight ahead, with her mouth closed. As the video progresses, she blinks, slightly lowers her head, with a slight upturn of the corners of her mouth, then opens her mouth to speak, her eyeballs turning to the left, looking in that direction. In the middle of the video, her eyeballs turn to the right, looking straight ahead, her eyes squint slightly, showing crow's feet at the corners of her eyes, a slight frown in her eyebrows, and frown lines between her brows. Later, her eyebrows relax, the wrinkles disappear, and she tilts her head slightly to the left. Towards the end of the video, her eyes open, she stops talking, her mouth slightly open, revealing a small portion of her upper teeth, with a slight upturn of the corners of her mouth. She blinks, her upper lip trembles slightly, and the opening of her mouth narrows.
56
DFEW/videos/1830.mp4
The video shows a young man's facial expressions during emotional fluctuations. He has short black hair, with most of his forehead covered by hair. At the beginning of the video, his right eye is closed, his left eye is slightly open, and his mouth is closed. As the video progresses, his upper eyelids lift, eyes open, looking straight ahead, and he blinks lightly. In the middle of the video, he blinks lightly again, his lower lip trembles slightly, his lips purse lightly, and the corners of his mouth turn up. Towards the end of the video, he blinks his eyes.
57
DFEW/videos/64.mp4
The video features an elderly male with gray-white hair, a receding hairline, and sparse eyebrows. At the beginning of the video, his eyes are open and looking forward, his head slightly tilted to the right, and his lips slightly parted. As the video progresses, his mouth closes, he starts speaking, and his furrowed brows relax. In the middle of the video, his head sways slightly from side to side, nodding once. Towards the end of the video, there are no significant changes in his facial expression.
58
MER24/video-labeled/sample_00006155.mp4
This video shows the emotional changes of a young woman. She has fair skin, delicate features, and black straight hair cascading over her shoulders, giving off a poised and gentle vibe. At the beginning of the video, her eyes are slightly open, looking ahead without focus, with the corners of her mouth slightly upturned, revealing her teeth. As the video progresses, she tilts her head slightly to the left, blinks, and slightly opens her lips to speak. Finally, her head moves slightly forward, her eyes fully open, and her lips slightly parted.
59
MAFW/videos/05940.mp4
The video depicts the emotional changes of a young woman. She has long black hair, naturally flowing down, thick and slender eyebrows, and wears small earrings on her ears. At the beginning of the video, her head lifted, eyes opened, gazing upwards, mouth opened, revealing her teeth. As the video progresses, her head slightly turns to the right, eyebrows raise slightly then fall back, mouth closes, and she starts speaking. Then her eyebrows raise, eyes widen, head turns to the left, eyebrows fall back, blinked her eyes, and eyes half-opened. In the middle of the video, she nods slightly, head turns slightly to the right, eyeballs shift to the right, gazing ahead to the right, then her head moves to the left, stops speaking, mouth closes, mouth corners slightly downwards, and nods three times. Towards the end of the video, her upper eyelids droop, mouth closes as she starts speaking, head tilts to the left, eyebrows raise slightly then fall back, upper eyelids raise, eyes half-opened, gazing ahead to the left, then her head turns to the right, eyebrows raise slightly then fall back, gazing ahead to the right.
60
CAER_mp4/train/Neutral/2994.mp4
This video showcases the facial expressions of a middle-aged woman with light brown skin. She has medium-length curly hair, wears golden earrings on her ears, and has straight and thin eyebrows with a high nose bridge. At the beginning of the video, she tilts her head slightly to the left, opens her eyes, looks to the right, closes her mouth, and slightly raises the corners of her mouth. As the video progresses, she raises her head slightly and gently lowers her upper eyelids. In the middle of the video, she nods her head slightly, then lowers it a bit, with her upper eyelids drooping. She then lowers her head slightly. Towards the end of the video, she continues to lower her head.
61
MER24/video-labeled/sample_00001073.mp4
This video showcases the emotional changes of a young woman. She has long black straight hair that naturally falls on her shoulders, and prominent cheekbones. At the beginning of the video, she tilts her head to the left, with eyebrows slightly raised, eyes open, looking ahead, corners of the mouth lifted, revealing a slight amount of upper and lower teeth. As the video progresses, her mouth opens to speak, and her eyebrows lower. In the middle of the video, she pauses speaking, closes her mouth, corners of the mouth slightly raised, blinks her eyes, then opens her mouth to continue speaking. Towards the end of the video, the person tilts her head to the right, with eyes half-open looking ahead.
62
RAVDESS/data/Actor_08/02-02-02-01-02-02-08.mp4
The video shows the changing facial expressions of a young woman. She has brown hair neatly tied back, with eyebrows curved. At the beginning of the video, her eyes open, looking straight ahead, with a slight upturn at the left corner of her mouth and closed lips. She blinks, arches her eyebrows, shows clear forehead wrinkles, starts talking with her mouth closed, slightly raises her head, blinks, and tilts her head slightly to the left. In the middle of the video, there is no significant change in her facial expression. Towards the end of the video, she blinks, slightly lowers her head, stops talking, with a slight upturn at the corner of her mouth, closed lips, eyebrows returning to normal, forehead wrinkles disappearing, and blinks again.
64
RAVDESS/data/Actor_16/02-02-06-02-02-02-16.mp4
This video shows the facial expressions of a middle-aged woman. Her brown straight hair is neatly combed back, with subtle wrinkles on her forehead, thin eyebrows, blue eyes, and earrings on her ears. At the beginning of the video, her eyes open as she looks ahead with slightly parted lips. As the video progresses, her upper eyelids lift slightly, eyebrows slightly rise, and her mouth gently opens to speak. In the middle of the video, her left eyebrow arches slightly before falling back, fine wrinkles appear between her eyebrows, her eyeballs turn to the left, and her head tilts slightly to the left. Towards the end of the video, her eyeballs move slightly, she stops speaking, her mouth corners slightly turn up showing some teeth, her head turns to the left, her gaze looks to the left, and her lower lip lifts slightly.
65
DFEW/videos/1187.mp4
This video shows the facial expressions of a young woman. She has shoulder-length black straight hair, naturally spread on her shoulders, thin eyebrows, and a straight nose. At the beginning of the video, the woman's head tilts slightly forward, her eyes widen, looking ahead, eyebrows slightly raised, and her mouth slightly open. As the video progresses, her mouth closes as she begins to speak, and her head tilts slightly forward. In the middle of the video, she stops speaking, her mouth remains slightly open, and her head turns slightly to the left. Towards the end of the video, she blinks, then lifts her head up, looks down in front, then turns her head slightly to the right, her eyes blink lightly.
66
MER24/video-labeled/sample_00003567.mp4
This video shows a young woman's changing facial expressions. She has long straight black hair cascading down her back, and she's wearing a pair of round glasses. In the beginning of the video, she tilts her head to the left, raises her eyebrows, opens her eyes, looks straight ahead, smiles showing her upper and lower teeth. As the video progresses, her lips part slightly as she starts to speak. In the middle of the video, her eyeballs move to the right, she blinks, her eyelids droop, eyes narrow slightly, eyebrows lower, forehead wrinkles, and she slightly turns her head to the right. Towards the end of the video, her eyeballs move to the left, eyes open wide, while her eyebrows lift slightly.
67
CAER_mp4/test/Disgust/0142.mp4
This video shows the emotional changes of a young woman with dark curly hair, slender eyebrows, large and bright eyes, and a high nose. At the beginning of the video, her eyes widen as she looks ahead. The eyebrows on the right raise slightly, and she keeps her mouth closed. As the video progresses, her head tilts slightly to the right, and her mouth opens to speak. In the middle of the video, she straightens her head, with wide eyes looking ahead, continuing to speak. Towards the end of the video, she stops speaking, with her mouth slightly open. Her eyes shift to the right, and her head tilts slightly to the right.
68
CAER_mp4/train/Happy/1794.mp4
The video shows the emotional changes of a middle-aged man. He has short, curly black hair, wears glasses, and has curved eyebrows. At the beginning of the video, he lifts his head, opens his eyes, looks upwards, slightly opens his mouth showing most of his upper teeth, with the corners of his mouth slightly upturned and smiling. As the video goes on, his upper eyelids droop slightly, his eyeballs rotate downwards a bit, the corners of his mouth slightly retract, and the opening of his mouth widens. In the middle of the video, after closing his mouth, he opens it again, revealing most of his upper teeth and a small portion of his lower teeth. Towards the end of the video, he tilts his head slightly to the right, his upper eyelids droop, his eyes close, and his head turns to the right.
69
RAVDESS/data/Actor_09/02-02-01-01-02-02-09.mp4
The video shows the facial changes of a young man. He has fair skin, brown short hair, blue-green eyes, and has a beard on the sides of his face and chin. At the beginning of the video, his eyes are slightly open looking straight ahead, and his mouth is naturally closed. As the video progresses, his mouth gradually opens, revealing some teeth as he begins to speak. In the middle of the video, his facial expression remains unchanged. Towards the end of the video, his mouth slowly closes, stops speaking, and then blinks his eyes.
70
CAER_mp4/train/Neutral/2223.mp4
This video demonstrates the facial expressions of a middle-aged man. He has dark short hair, a full forehead, thick black eyebrows, and a high nose bridge. At the beginning of the video, his eyes are tightly closed, his mouth slightly open. As the video progresses, he turns his head to the right, eyebrows slightly raised, a few wrinkles appear on his forehead, eyes widen, mouth closes, and he starts talking. In the middle of the video, he blinks, head returns to center, eyes look to the left, mouth closes, stops talking, and lips purse. Towards the end of the video, his mouth opens to speak, upper eyelids droop slightly.
71
DFEW/videos/2352.mp4
The video shows the emotional changes of a young man with dark skin and short hair. At the beginning of the video, he lifts his head, looks straight ahead with closed lips. As the video progresses, his eyebrows slightly furrow, the muscles between the eyebrows and forehead tense slightly, and his lips move as he speaks. In the later part of the video, his mouth gradually closes, facial muscles relax somewhat, his eyes still look straight ahead, with a firm and powerful gaze.
72
DFEW/videos/2837.mp4
This video shows the facial changes of a middle-aged man with short black hair and a high nose bridge. At the beginning of the video, his head tilts slightly to the left, eyes open, looking straight ahead, and his mouth partially open. As the video progresses, there is no significant change in his facial expression. In the middle of the video, he turns his head to the left, blinks, eyes open, looking to the left. Towards the end of the video, his eyeballs turn right, and his head tilts slightly to the right.
73
RAVDESS/data/Actor_14/02-02-06-02-01-01-14.mp4
This video shows the emotional changes of a young woman. She has golden hair neatly combed back. Her eyebrows are thin and long, her eyes are blue, her lips are thin, and her nose is straight. At the beginning of the video, her eyebrows slightly furrowed, upper eyelids slightly contracted, brows wrinkled, eyes widened, looking straight ahead, corners of the mouth slightly upturned, mouth slightly open, revealing some teeth. As the video progresses, her head leans forward slightly, blinks, closes her mouth, showing more teeth, starts speaking, furrows her brow, showing noticeable laugh lines. In the middle of the video, her head moves slightly, upper and lower eyelids contract, brow furrows. At the end of the video, her upper and lower lips gradually close, mouth slightly open, revealing some teeth, corners of the mouth slightly upturned, brows slightly furrowed, lower lip slightly tilted to the left.
75
DFEW/videos/3869.mp4
This video shows the facial expressions of an elderly man. He has sparse hair, almost bald, light eyebrows, a high nose bridge, and his face is covered with wrinkles. At the beginning of the video, only the left side of his face is visible, his head is slightly lowered, eyes slightly open, looking downwards, corners of the mouth tightened, lips lightly pursed. As the video progresses, his facial expression does not change significantly. In the middle of the video, the corners of his mouth relax slightly, he blinks twice, and at the same time, his mouth slightly opens to speak, his head tilts slightly up and to the left, and his eyebrows furrow. Towards the end of the video, his eyes widen slightly.
76
RAVDESS/data/Actor_01/02-01-02-01-02-01-01.mp4
This video shows the changing expressions of a man who is around 30 years old, with short black hair, thick eyebrows, and clearly visible wrinkles on his forehead. In the beginning of the video, his eyes are open, looking straight ahead, with the corners of his mouth slightly upturned and his mouth closed. As the video progresses, the corners of his mouth continue to rise, his head moves slightly, his mouth opens, and he begins to speak. In the middle of the video, he blinks twice. Towards the end of the video, he stops speaking, closes his mouth, and has a slight upward curve at the corner of his mouth.
77
RAVDESS/data/Actor_16/01-01-07-02-01-01-16.mp4
This video showcases the emotional changes of a middle-aged woman. She has dark brown hair tied back, thin and long eyebrows, a high nose bridge, and wears earrings on her ears. At the beginning of the video, her head is slightly lowered, eyes open, looking forward, and mouth closed. As the video progresses, her mouth is slightly open, and eyes closed. In the middle of the video, her mouth is closed and she starts speaking. Her head lifts up, eyes tightly shut, visible wrinkles at the corners of her eyes, upper eyelids slightly raised, eyes slightly open, eyebrows furrowed, obvious wrinkles on her forehead and between her eyebrows, blinked, and her tongue briefly sticks out then retracts. Towards the end of the video, her eyebrows slightly relax, wrinkles on her forehead and between her eyebrows lighten, stops speaking, corners of her mouth slightly droop, mouth slightly open, revealing some upper teeth.
78
RAVDESS/data/Actor_05/01-02-02-01-02-02-05.mp4
This video shows the emotional changes of a young man. He has short brown hair that partially covers his left forehead, with thick eyebrows. At the beginning of the video, his eyes are half open, looking straight ahead, his mouth slightly open revealing a row of upper teeth and some lower teeth. As the video progresses, his mouth closes as he starts speaking, eyebrows raised, noticeable wrinkles appearing on his forehead, and his head slightly tilting. In the middle of the video, his eyebrows continue to rise, forehead wrinkles deepen, and he blinks. Towards the end of the video, his eyebrows slightly lower, he stops speaking, mouth slightly open revealing a row of upper teeth, with a slight upward curve at the corners of his mouth.
79
RAVDESS/data/Actor_10/01-02-05-01-02-02-10.mp4
The video shows the emotional changes of a young woman. She has thin and long eyebrows, large eyes, brown hair tied up in a simple bun. At the beginning of the video, her eyes open, looking straight ahead, and her mouth slightly open. As the video progresses, her eyebrows arch, faint wrinkles appear on her forehead, her mouth closes, she starts singing, her upper eyelids lift slightly, her eyes widen, her eyebrows fall back, and her head tilts slightly to the left. In the middle of the video, her eyebrows continue to fall, and her upper and lower eyelids tighten slightly. Towards the end of the video, she stops singing, her mouth slightly open, revealing a few upper and lower teeth.
81
MER24/video-labeled/sample_00005588.mp4
This video shows the emotional changes of a young woman. She has long black hair combed back, bangs covering her forehead, as well as double eyelids and a high nose bridge. At the beginning of the video, her eyes open, looking downward, with the corners of her mouth slightly lifted, revealing some of her upper teeth. As the video progresses, her mouth opens to start speaking. In the middle of the video, her head tilts slightly to the right, furrowing her brow, then she blinks her eyes, and tilts her head slightly to the left. Towards the end of the video, she stops speaking, her mouth closes slightly, revealing a small gap.
82
DFEW/videos/1843.mp4
The video shows the facial expressions of a young man changing. He has short black hair, styled to the right, covering his right eyebrow and most of his forehead. At the beginning of the video, his eyes are open, looking straight ahead, and his mouth is closed. In the following clips, there is no significant change in his facial expressions.
83
MAFW/videos/03712.mp4
The video depicts the emotional changes of a young man who has dark skin and black curly hair. He has short and neat hair, distinct facial features, as well as a tidy beard. At the beginning of the video, his eyebrows slightly furrowed inward, eyes widened slightly, lips slightly parted, and the corners of his mouth drooped slightly. As the video progresses, his eyebrows raised, wrinkles appeared on his forehead, his mouth opened and closed as he spoke, his head slightly shook from side to side, maintaining a focused gaze on the other person, and finally, his mouth closed.
84
DFEW/videos/1373.mp4
This video shows the emotional changes of a young woman. She has long black curly hair, blue eyes, slender eyebrows, and a high nose. In the beginning of the video, her eyes are open, looking straight ahead, with her mouth closed. In the middle of the video, she tilts her head to the right, blinks twice, and her smile deepens. Towards the end of the video, she nods her head, blinks once, opens her mouth to speak. Then her eyes narrow slightly, stops speaking, closes her mouth, and the corners of her mouth slightly upturn.
85
CAER_mp4/train/Sad/0893.mp4
This video shows the changing facial expressions of a young man. He has curly dark short curly hair and a high nose bridge. At the beginning of the video, his eyes open, looking to the right, corners of the mouth lifting to reveal some teeth. As the video progresses, his head turns to the right. In the middle of the video, his mouth opens wider, showing the lower teeth and a small part of the upper teeth, eyeballs turning to the left. Towards the end of the video, his eyelids droop slightly then lift, simultaneously turning his head to the right, and the corners of his mouth slightly lifting.
86
DFEW/videos/10321.mp4
The video shows the emotional changes of a young man, who has short black hair, thick black eyebrows, dark stubble above his lips, and slight wrinkles on his forehead. At the beginning of the video, he tilts his head slightly to the left, opens his eyes, looks straight ahead, and closes his mouth. As the video progresses, he slowly turns his head to the right. In the middle of the video, he leans his head slightly forward. Towards the end of the video, he blinks his eyes.
87
DFEW/videos/7940.mp4
The video shows a middle-aged woman wearing complex ancient costumes. Her hair is neatly dressed in a bun decorated with exquisite hair accessories. She wears earrings on her ears, and her eyebrows are slender. At the beginning of the video, her eyes are open, looking straight ahead, with her mouth closed. As the video progresses, her upper eyelids are slightly lifted, and her eyes widen. In the middle of the video, her head moves slightly up and down. Towards the end of the video, her upper eyelids droop, and her eyes are slightly open.
88
CAER_mp4/train/Happy/0613.mp4
In this video, a young woman is having a conversation with someone. She has long black straight hair, thin eyebrows, and is wearing a pair of round glasses. At the beginning of the video, her head tilts to the right, eyes slightly squinted, corners of the mouth slightly upturned, revealing a faint smile. As the video progresses, her head tilts slightly back, eyes half-open, looking to the right, mouth slightly open, and she starts speaking. In the middle of the video, her head turns to the right, eyebrows slightly raised, and head slightly up. Towards the end of the video, her head tilts to the left and blinks.
89
RAVDESS/data/Actor_02/02-01-05-02-01-02-02.mp4
The video shows a woman undergoing emotional changes from sadness to anger. She is around 30 years old, with fair skin, well-defined features, and neatly combed brown hair pulled back. In the beginning of the video, her eyes are wide open, looking ahead, and her mouth is closed. As the video progresses, her tongue briefly sticks out, her mouth slowly opens, and the corners of her mouth stretch sideways. Then, her eyebrows slightly furrow, forehead creases with a few fine lines, mouth gradually opens wider, reflecting a sense of suppressed emotion. Her eyes blink, squinting, and her mouth moves as if speaking. In the latter part of the video, she blinks again, eyes wide open, eyebrows gradually relax, mouth slowly closes, ceasing to speak.
90
DFEW/videos/1157.mp4
This video shows the emotional changes of a middle-aged man. He has black hair, dense sideburns, a small strand of hair hanging down on the left side of his forehead, a high nose bridge, deep eye sockets. At the beginning of the video, his eyes widen, looking forward, eyebrows slightly raised, mouth slightly open. As the video progresses, his mouth closes and he begins to speak, the corners of his mouth slightly upturned, eyebrows lowered, head turns to the left and blinks, eyes looking to the left front. In the middle of the video, he straightens his head, nods slightly, eyes looking forward, lips slightly open, showing a row of upper teeth, the corners of the mouth raised even more. In the latter part of the video, his eyes suddenly close and open again, head turns to the right, eyes looking to the right, mouth closes slightly, the upturned corners of the mouth fall back, eyeballs turn to the left, then the head turns to the left facing forward.
91
RAVDESS/data/Actor_20/01-01-07-01-02-02-20.mp4
The video shows a woman's changing facial expressions, conveying a clear sense of disgust and confusion. She has fair skin, brown hair styled into a simple braid. At the beginning of the video, her eyebrows are slightly furrowed with shallow wrinkles in between, slightly raised, three deep wrinkles on her forehead, eyes half-open, mouth tightly closed, and corners slightly downturned. As the video progresses, her eyebrows press down, forming deep furrows in between, her head slightly shakes, her eyes blink and narrow slightly, upper lip lifts slightly, corners of her mouth slightly downturn, and she starts speaking. In the middle of the video, her head sways slightly from side to side, the front part of her eyebrows presses down, lower eyelids wrinkle, eyebrows furrow tighter, wrinkles deepen in between, and her eyes blink twice. Then, her head sways slightly back and forth as she speaks. Towards the end of the video, her head slightly turns to the right, her eyeballs sway left and right, lower eyelids relax downwards, eyes open, she stops speaking, mouth slightly open, revealing the upper two front teeth.
92
DFEW/videos/1149.mp4
In this video, a young woman demonstrates a wide range of emotional changes. Her hair is light brownish-yellow, casually tied into a loose bun with a few strands of curly hair scattered on both sides of her cheeks. She is wearing a pair of linear earrings on her ears. At the beginning of the video, her head tilts to the right, with a slight frown on her forehead and faint wrinkles between her eyebrows. Her eyes are slightly open, mouth slightly ajar revealing some upper teeth. As the video progresses, her eyes widen, looking straight ahead, and her head tilts slightly down to the right. In the middle of the video, she blinks, her head slowly moves to the left and up, gradually returning to a neutral position. Her mouth opens wider, showing upper teeth and a part of the lower teeth, with the corners of her mouth lifted higher, revealing deep dimples. Her mouth closes as she begins to speak. Towards the end of the video, her head tilts slightly forward, with her mouth wide open.
95
DFEW/videos/15195.mp4
This video shows a middle-aged man's emotional fluctuations. He has short, black hair that is slicked back, with fine lines visible on his forehead. He has double eyelids, thick eyebrows, and a prominent nose. At the beginning of the video, his eyebrows are raised, eyes wide open with eyeballs looking to the left. His mouth is wide open, revealing some teeth. As the video progresses, he leans forward, mouth opening wider, and makes a yelling sound. Then his head moves back, eyebrows fall, facial expression relaxes, pausing to speak, with his mouth slightly closed, showing a gap. In the middle of the video, his head slightly raises, eyebrows raised, forehead wrinkles visible, eyes wide open, and mouth closed while continuing to speak. In the final part of the video, his head tilts slightly forward, continuing to speak.
96
DFEW/videos/13406.mp4
The video shows a middle-aged man having a conversation in a dim environment. He has short, somewhat messy hair and noticeable stains on his face. There is a round candy stuck to his left cheek. At the beginning of the video, his eyes are wide open, looking straight ahead, with his mouth slightly open, lips protruding, revealing some teeth. As the video progresses, his mouth closes, he starts speaking, and tilts his head upwards. In the middle of the video, his head lowers, eyebrows raise, a few wrinkles appear on his forehead, eyes widen further, head sways from side to side, eyebrows dip slightly before raising up again. Towards the end of the video, his mouth opens wide, revealing some upper and lower teeth, he stops speaking, and his eyebrows lower slightly.
97
MER24/video-labeled/samplenew_00035379.mp4
The video shows the emotional changes of a young woman who is probably in her thirties. She has long black curly hair, styled in a natural middle parting and cascading down on both sides. At the beginning of the video, the woman's eyebrows are slightly furrowed, creating faint wrinkles between them. Her eyes are open, looking forward, with the corners of her eyes slightly downturned, and her lips are tightly closed. In the following part of the video, her facial expression remains unchanged, with slight swaying movements of her head from side to side.
98
MER24/video-labeled/sample_00005251.mp4
This video shows a young woman's facial expressions while communicating with others. She has fair skin, a round face, dark curly hair of shoulder length with bangs neatly covering her forehead. At the beginning of the video, her eyes slightly widen, looking forward, mouth open, revealing some of her teeth. As the video progresses, she tilts her head slightly to the right and opens and closes her mouth while speaking. Towards the end of the video, her eyebrows raise slightly, and her eyes still focused ahead.
99
MAFW/videos/10839.mp4
The video shows the emotional changes of a young male, approximately around 20 years old, with fair skin and black medium-length hair. He wears glasses. At the beginning of the video, his head is turned to the left, eyes slightly widened, looking to the left, and lips slightly parted. As the video progresses, he turns his head, his eyes also move, shifting his gaze from the left to the front, blinking his eyes, and opening his mouth. In the latter part of the video, his mouth gradually opens wider, still gazing forward.
100
CAER_mp4/validation/Anger/0022.mp4
In this video, emotional changes of a woman with very long blonde hair are displayed. At the beginning of the video, her eyes are open, looking straight ahead, and her mouth is slightly open. As the video progresses, her head tilts to the right, she blinks, and her mouth starts to move as if speaking. Then, her eyebrows slightly furrow, wrinkles appear on her forehead, her head shakes, eyes close and then slowly open again. In the middle of the video, after blinking, her head moves and her eyes follow the movement. Towards the end of the video, her head tilts slightly up to the right, her mouth slowly closes to stop speaking, and the corners of her mouth stretch slightly outward.
101
RAVDESS/data/Actor_13/02-01-03-02-01-01-13.mp4
The video shows the emotional changes of an adult male with short brown hair and no obvious hair on the sides of his forehead, with relatively large ears. In the beginning of the video, his eyes are slightly widened, looking straight ahead. His mouth is slightly open, showing some teeth. As the video progresses, his head tilts slightly to the left, his chin moves downwards, mouth widens, and eyebrows rise. In the middle of the video, his eyebrows return to normal, and his mouth starts opening and closing as if speaking. Towards the end of the video, his head tilts slightly to the right, mouth closes slightly, revealing upper teeth.
102
MER24/video-labeled/samplenew_00011610.mp4
The video shows the emotional changes of a young woman. She has long black hair tied up neatly into a bun, with a few strands of hair naturally hanging down on both sides of her forehead. In the middle of her forehead, there is a red flower hairpin, and her eyes are large and bright. At the beginning of the video, the woman's eyes widen as she looks ahead, her mouth opens, revealing her top and bottom teeth. As the video progresses, her mouth closes and she begins to speak. In the middle of the video, she slightly raises her eyebrows. Towards the end of the video, she raises her eyebrows slightly, then furrows them, and her upper eyelids droop slightly.
103
CAER_mp4/train/Neutral/2751.mp4
The video shows the facial expressions of a middle-aged man. He wears black-framed glasses, has a straight nose bridge, is bald on the top of his head, and has very short hair on both sides. At the beginning of the video, his head tilts slightly to the left, his eyes open, looking to the left, and his mouth closed. As the video progresses, he turns his head slightly to the right, closing his eyes, and slightly opens his mouth to speak. In the middle of the video, his head shakes slightly, his eyebrows raise and then fall back, his eyes open, looking straight ahead. Towards the end of the video, he turns his head to the left, widens his eyes, looks to the left, lowers his head slightly, and moves his eyeballs to the right.
104
DFEW/videos/12291.mp4
The video shows a middle-aged man wearing a light beige headscarf. He has dark skin, with the headscarf covering his forehead and most of his eyebrows. His beard is a mix of black and white, and his nose is slightly large. At the beginning of the video, his brows are furrowed with visible wrinkles between them, his eyes slightly squinted, looking straight ahead, and his mouth is slightly pursed. As the video progresses, he blinks his eyes and his mouth opens to start speaking. In the middle of the video, he continues speaking with no other significant changes in his facial expressions. Towards the end of the video, his eyeballs move to the left, and finally, he stops speaking, closing his mouth.
105
CAER_mp4/train/Fear/0239.mp4
The video showcases the facial expressions of a young woman. She has long light golden hair naturally cascading over her shoulders, with fair skin. At the beginning of the video, her upper eyelids droop, gaze focused on a newspaper, lips tightly pressed together. As the video progresses, her upper eyelids tighten upwards, eyes widen, gaze shifts forward, and the right corner of her mouth slightly curls upwards. Subsequently, the upper eyelids droop again. In the middle of the video, her head turns to the right, gaze follows towards the right, corners of her mouth droop, then her head returns to the center, gaze focused on the newspaper. Afterwards, she lifts her head slightly, flicks her hair, lips slightly parted, and then her head returns to the center. Towards the end of the video, her lips gradually close, gaze still fixed on the newspaper. Finally, she glances to the right, lowering her head.
106
MAFW/videos/07193.mp4
This video shows the emotional changes of a young woman in her twenties with black hair. At the beginning of the video, her eyebrows furrow inward, forming deep lines between them. Her upper eyelids droop, eyes squint slightly, and her mouth is open, revealing her top teeth. As the video progresses, her lips move as she speaks. In the latter half of the video, her head tilts slightly downward, leaning on the shoulder of another person. Her eyes gradually close, while her mouth remains open.
107
RAVDESS/data/Actor_13/02-01-02-02-01-02-13.mp4
This video shows the facial expressions of a young man. He has short brown hair that is thinning, with a high hairline, and thick, curved eyebrows. At the beginning of the video, his eyes open, looking straight ahead, his lips are closed, and the corners of his mouth slightly upturned. As the video progresses, he slowly turns his head slightly to the right and raises it up, opening his mouth to speak. In the middle of the video, he tilts his head slightly downward and to the left. Then, he turns his head slightly to the right and back to center. Towards the end of the video, he stops speaking, closes his mouth, and the corners of his mouth slightly lift.
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