Upload 3 files
Browse files- README.md +64 -0
- app.py +269 -0
- requirements.txt +3 -0
README.md
ADDED
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
title: AI Text-to-Speech Chatbot
|
3 |
+
emoji: π€
|
4 |
+
colorFrom: blue
|
5 |
+
colorTo: purple
|
6 |
+
sdk: gradio
|
7 |
+
sdk_version: 4.44.0
|
8 |
+
app_file: app.py
|
9 |
+
pinned: false
|
10 |
+
license: mit
|
11 |
+
short_description: Convert text to natural speech with AI
|
12 |
+
tags:
|
13 |
+
- text-to-speech
|
14 |
+
- tts
|
15 |
+
- voice-synthesis
|
16 |
+
- audio
|
17 |
+
- chatbot
|
18 |
+
- kittentts
|
19 |
+
---
|
20 |
+
|
21 |
+
# π€ AI Text-to-Speech Chatbot
|
22 |
+
|
23 |
+
Convert any text into natural, high-quality speech using advanced AI models. Features multiple voices, speed control, and a modern dark interface.
|
24 |
+
|
25 |
+
## β¨ Features
|
26 |
+
|
27 |
+
- **8 Voice Options** - Male and female voices available
|
28 |
+
- **Speed Control** - Adjust from 0.5x to 2.0x (default 1.25x)
|
29 |
+
- **Modern Interface** - Clean, responsive dark theme
|
30 |
+
- **Audio Controls** - Play, pause, seek, and download
|
31 |
+
- **Mobile Responsive** - Works perfectly on all devices
|
32 |
+
- **Quick Examples** - Instant demo texts
|
33 |
+
|
34 |
+
## π― How to Use
|
35 |
+
|
36 |
+
1. **Enter your text** (up to 500 characters)
|
37 |
+
2. **Choose a voice** from the dropdown
|
38 |
+
3. **Adjust speed** with the slider
|
39 |
+
4. **Generate speech** and wait for processing
|
40 |
+
5. **Listen and enjoy** - audio plays automatically
|
41 |
+
6. **Download** your audio file as needed
|
42 |
+
|
43 |
+
## π οΈ Technical Details
|
44 |
+
|
45 |
+
- **Model**: KittenTTS nano (high-quality, fast)
|
46 |
+
- **Output**: 24kHz WAV audio files
|
47 |
+
- **Interface**: Gradio web interface
|
48 |
+
- **Voices**: 8 different voice options (male/female)
|
49 |
+
|
50 |
+
## π Try It Now
|
51 |
+
|
52 |
+
Just start typing in the text area above and click "Generate Speech"!
|
53 |
+
|
54 |
+
## π± Browser Support
|
55 |
+
|
56 |
+
Works on all modern browsers including Chrome, Firefox, Safari, and Edge.
|
57 |
+
|
58 |
+
## π Source Code
|
59 |
+
|
60 |
+
Available on GitHub: [ai-tts-chatbot](https://github.com/your-username/ai-tts-chatbot)
|
61 |
+
|
62 |
+
---
|
63 |
+
|
64 |
+
**Ready to give your text a voice? Start typing above! β¨**
|
app.py
ADDED
@@ -0,0 +1,269 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
"""
|
2 |
+
AI Text-to-Speech Chatbot - Gradio Version for Hugging Face Spaces
|
3 |
+
"""
|
4 |
+
|
5 |
+
import gradio as gr
|
6 |
+
import tempfile
|
7 |
+
import uuid
|
8 |
+
import os
|
9 |
+
import re
|
10 |
+
import base64
|
11 |
+
import io
|
12 |
+
import soundfile as sf
|
13 |
+
|
14 |
+
# Global TTS model instance
|
15 |
+
model = None
|
16 |
+
|
17 |
+
def initialize_model():
|
18 |
+
"""Initialize the KittenTTS model"""
|
19 |
+
global model
|
20 |
+
try:
|
21 |
+
from kittentts import KittenTTS
|
22 |
+
model = KittenTTS("KittenML/kitten-tts-nano-0.1")
|
23 |
+
print("β
Model initialized successfully")
|
24 |
+
return True
|
25 |
+
except Exception as e:
|
26 |
+
print(f"β Model initialization failed: {e}")
|
27 |
+
return False
|
28 |
+
|
29 |
+
def get_available_voices():
|
30 |
+
"""Get available voices from the model"""
|
31 |
+
if not model:
|
32 |
+
return ["expr-voice-5-m"]
|
33 |
+
|
34 |
+
try:
|
35 |
+
voices = model.available_voices
|
36 |
+
return voices if voices else ["expr-voice-5-m"]
|
37 |
+
except Exception:
|
38 |
+
return ["expr-voice-5-m"]
|
39 |
+
|
40 |
+
def sanitize_text(text):
|
41 |
+
"""Clean and sanitize input text"""
|
42 |
+
# Normalize whitespace
|
43 |
+
cleaned = re.sub(r'\s+', ' ', text.strip())
|
44 |
+
# Remove potentially problematic characters
|
45 |
+
cleaned = re.sub(r'[^\w\s.,!?;:\'"()-]', '', cleaned)
|
46 |
+
return cleaned
|
47 |
+
|
48 |
+
def generate_speech(text, voice, speed):
|
49 |
+
"""
|
50 |
+
Generate speech from text using KittenTTS
|
51 |
+
|
52 |
+
Args:
|
53 |
+
text (str): Text to convert to speech
|
54 |
+
voice (str): Voice to use for generation
|
55 |
+
speed (float): Speed of speech generation
|
56 |
+
|
57 |
+
Returns:
|
58 |
+
tuple: (audio_file_path, status_message)
|
59 |
+
"""
|
60 |
+
if not model:
|
61 |
+
return None, "β TTS model not available"
|
62 |
+
|
63 |
+
if not text.strip():
|
64 |
+
return None, "β Please enter some text to generate speech"
|
65 |
+
|
66 |
+
if len(text) > 500:
|
67 |
+
return None, "β Text too long. Maximum 500 characters allowed"
|
68 |
+
|
69 |
+
try:
|
70 |
+
# Clean text
|
71 |
+
processed_text = sanitize_text(text)
|
72 |
+
|
73 |
+
# Generate audio with fallback handling
|
74 |
+
try:
|
75 |
+
audio_data = model.generate(processed_text, voice=voice, speed=speed)
|
76 |
+
except Exception as generation_error:
|
77 |
+
# Fallback: try with truncated text
|
78 |
+
if len(processed_text) > 100:
|
79 |
+
processed_text = processed_text[:100] + "..."
|
80 |
+
audio_data = model.generate(processed_text, voice=voice, speed=speed)
|
81 |
+
else:
|
82 |
+
raise generation_error
|
83 |
+
|
84 |
+
# Save to temporary file
|
85 |
+
temp_dir = tempfile.gettempdir()
|
86 |
+
unique_filename = f"kitten_tts_{uuid.uuid4()}.wav"
|
87 |
+
output_path = os.path.join(temp_dir, unique_filename)
|
88 |
+
|
89 |
+
sf.write(output_path, audio_data, 24000)
|
90 |
+
|
91 |
+
return output_path, "β
Speech generated successfully!"
|
92 |
+
|
93 |
+
except Exception as e:
|
94 |
+
return None, f"β Generation failed: {str(e)}"
|
95 |
+
|
96 |
+
# Initialize model on startup
|
97 |
+
initialize_model()
|
98 |
+
|
99 |
+
# Get available voices
|
100 |
+
available_voices = get_available_voices()
|
101 |
+
|
102 |
+
# Create Gradio interface
|
103 |
+
with gr.Blocks(
|
104 |
+
title="AI Text-to-Speech Chatbot",
|
105 |
+
theme=gr.themes.Soft(
|
106 |
+
primary_hue="blue",
|
107 |
+
secondary_hue="purple",
|
108 |
+
neutral_hue="slate"
|
109 |
+
),
|
110 |
+
css="""
|
111 |
+
.gradio-container {
|
112 |
+
max-width: 1200px !important;
|
113 |
+
margin: auto !important;
|
114 |
+
}
|
115 |
+
.main-header {
|
116 |
+
text-align: center;
|
117 |
+
margin-bottom: 2rem;
|
118 |
+
}
|
119 |
+
.feature-grid {
|
120 |
+
display: grid;
|
121 |
+
grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
|
122 |
+
gap: 1rem;
|
123 |
+
margin: 1rem 0;
|
124 |
+
}
|
125 |
+
.feature-card {
|
126 |
+
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
127 |
+
color: white;
|
128 |
+
padding: 1rem;
|
129 |
+
border-radius: 10px;
|
130 |
+
text-align: center;
|
131 |
+
}
|
132 |
+
"""
|
133 |
+
) as app:
|
134 |
+
|
135 |
+
# Header
|
136 |
+
gr.HTML("""
|
137 |
+
<div class="main-header">
|
138 |
+
<h1>π€ AI Text-to-Speech Chatbot</h1>
|
139 |
+
<p>Transform any text into natural, high-quality speech using advanced AI</p>
|
140 |
+
</div>
|
141 |
+
""")
|
142 |
+
|
143 |
+
# Features section
|
144 |
+
gr.HTML("""
|
145 |
+
<div class="feature-grid">
|
146 |
+
<div class="feature-card">
|
147 |
+
<h3>π Multiple Voices</h3>
|
148 |
+
<p>8 different voice options</p>
|
149 |
+
</div>
|
150 |
+
<div class="feature-card">
|
151 |
+
<h3>β‘ Speed Control</h3>
|
152 |
+
<p>Adjust from 0.5x to 2.0x</p>
|
153 |
+
</div>
|
154 |
+
<div class="feature-card">
|
155 |
+
<h3>π΅ High Quality</h3>
|
156 |
+
<p>24kHz WAV output</p>
|
157 |
+
</div>
|
158 |
+
<div class="feature-card">
|
159 |
+
<h3>π± Mobile Ready</h3>
|
160 |
+
<p>Works on all devices</p>
|
161 |
+
</div>
|
162 |
+
</div>
|
163 |
+
""")
|
164 |
+
|
165 |
+
with gr.Row():
|
166 |
+
with gr.Column(scale=2):
|
167 |
+
# Input section
|
168 |
+
gr.Markdown("## π Enter Your Text")
|
169 |
+
|
170 |
+
text_input = gr.Textbox(
|
171 |
+
label="Text to Convert",
|
172 |
+
placeholder="Enter the text you want to convert to speech... (max 500 characters)",
|
173 |
+
lines=4,
|
174 |
+
max_lines=8
|
175 |
+
)
|
176 |
+
|
177 |
+
with gr.Row():
|
178 |
+
voice_dropdown = gr.Dropdown(
|
179 |
+
choices=available_voices,
|
180 |
+
value=available_voices[0] if available_voices else "expr-voice-5-m",
|
181 |
+
label="π Voice Selection",
|
182 |
+
info="Choose the voice for speech generation"
|
183 |
+
)
|
184 |
+
|
185 |
+
speed_slider = gr.Slider(
|
186 |
+
minimum=0.5,
|
187 |
+
maximum=2.0,
|
188 |
+
step=0.1,
|
189 |
+
value=1.25,
|
190 |
+
label="β‘ Speech Speed",
|
191 |
+
info="Adjust the speed of speech (0.5x to 2.0x)"
|
192 |
+
)
|
193 |
+
|
194 |
+
generate_btn = gr.Button(
|
195 |
+
"π΅ Generate Speech",
|
196 |
+
variant="primary",
|
197 |
+
size="lg"
|
198 |
+
)
|
199 |
+
|
200 |
+
with gr.Column(scale=1):
|
201 |
+
# Output section
|
202 |
+
gr.Markdown("## π Generated Audio")
|
203 |
+
|
204 |
+
status_output = gr.Textbox(
|
205 |
+
label="Status",
|
206 |
+
value="Ready to generate speech",
|
207 |
+
interactive=False
|
208 |
+
)
|
209 |
+
|
210 |
+
audio_output = gr.Audio(
|
211 |
+
label="Generated Speech",
|
212 |
+
type="filepath",
|
213 |
+
interactive=False
|
214 |
+
)
|
215 |
+
|
216 |
+
# Example texts section
|
217 |
+
gr.Markdown("## π Quick Examples")
|
218 |
+
gr.Markdown("Try these example texts:")
|
219 |
+
gr.Markdown("- Hello! Welcome to AI Text-to-Speech. I can convert any text into natural speech.")
|
220 |
+
gr.Markdown("- This system uses advanced neural networks to generate high-quality voice synthesis.")
|
221 |
+
gr.Markdown("- Once upon a time, there was a magical voice that could bring any story to life.")
|
222 |
+
gr.Markdown("- The quick brown fox jumps over the lazy dog. This sentence contains every letter of the alphabet.")
|
223 |
+
|
224 |
+
# Information section
|
225 |
+
with gr.Accordion("βΉοΈ About This App", open=False):
|
226 |
+
gr.Markdown("""
|
227 |
+
### π οΈ Technical Details
|
228 |
+
- **Model**: KittenTTS nano (high-quality, fast)
|
229 |
+
- **Output**: 24kHz WAV audio files
|
230 |
+
- **Voices**: 8 different voice options
|
231 |
+
- **Speed**: Adjustable from 0.5x to 2.0x
|
232 |
+
|
233 |
+
### π― How to Use
|
234 |
+
1. Enter your text (up to 500 characters)
|
235 |
+
2. Select a voice from the dropdown
|
236 |
+
3. Adjust the speech speed if needed
|
237 |
+
4. Click "Generate Speech"
|
238 |
+
5. Listen to the generated audio
|
239 |
+
6. Download the audio file if needed
|
240 |
+
|
241 |
+
### π Source Code
|
242 |
+
Available on GitHub: [ai-tts-chatbot](https://github.com/your-username/ai-tts-chatbot)
|
243 |
+
|
244 |
+
### π License
|
245 |
+
MIT License - Free to use and modify
|
246 |
+
""")
|
247 |
+
|
248 |
+
# Event handlers
|
249 |
+
generate_btn.click(
|
250 |
+
fn=generate_speech,
|
251 |
+
inputs=[text_input, voice_dropdown, speed_slider],
|
252 |
+
outputs=[audio_output, status_output]
|
253 |
+
)
|
254 |
+
|
255 |
+
# Auto-generate on Enter key
|
256 |
+
text_input.submit(
|
257 |
+
fn=generate_speech,
|
258 |
+
inputs=[text_input, voice_dropdown, speed_slider],
|
259 |
+
outputs=[audio_output, status_output]
|
260 |
+
)
|
261 |
+
|
262 |
+
# Launch the app
|
263 |
+
if __name__ == "__main__":
|
264 |
+
app.queue(default_concurrency_limit=10).launch(
|
265 |
+
server_name="0.0.0.0",
|
266 |
+
server_port=7860,
|
267 |
+
share=True,
|
268 |
+
show_error=True
|
269 |
+
)
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
https://github.com/KittenML/KittenTTS/releases/download/0.1/kittentts-0.1.0-py3-none-any.whl
|
2 |
+
gradio==4.44.1
|
3 |
+
soundfile==0.13.1
|