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import gradio as gr
import numpy as np
import torch
from moshi.models.loaders import CheckpointInfo
from moshi.models.tts import DEFAULT_DSM_TTS_REPO, TTSModel
checkpoint_info = CheckpointInfo.from_hf_repo(DEFAULT_DSM_TTS_REPO)
tts_model = TTSModel.from_checkpoint_info(
checkpoint_info, n_q=32, temp=0.6, device=torch.device("cpu")
)
def generate_audio(text, voice):
entries = tts_model.prepare_script([text], padding_between=1)
voice_path = tts_model.get_voice_path(voice)
condition_attributes = tts_model.make_condition_attributes(
[voice_path], cfg_coef=2.0
)
pcms = []
def _on_frame(frame):
if (frame != -1).all():
pcm = tts_model.mimi.decode(frame[:, 1:, :]).cpu().numpy()
pcms.append(np.clip(pcm[0, 0], -1, 1))
all_entries = [entries]
all_condition_attributes = [condition_attributes]
with tts_model.mimi.streaming(len(all_entries)):
tts_model.generate(all_entries, all_condition_attributes, on_frame=_on_frame)
if len(pcms) == 0:
return None
audio = np.concatenate(pcms, axis=-1)
sample_rate = tts_model.mimi.sample_rate
return (sample_rate, audio)
iface = gr.Interface(
fn=generate_audio,
inputs=[
gr.Textbox(
label="Input Text",
placeholder="Enter text to convert to speech...",
lines=3,
value="This is a test of the text-to-speech model. Please select a voice and click 'Submit' to generate audio.",
),
gr.Dropdown(
label="Voice",
choices=[
"unmute-prod-website/default_voice.wav",
"unmute-prod-website/p329_022.wav",
"unmute-prod-website/degaulle-2.wav",
"unmute-prod-website/fabieng-enhanced-v2.wav",
"unmute-prod-website/ex04_narration_longform_00001.wav",
"unmute-prod-website/developpeuse-3.wav",
"expresso/ex04-ex02_nonverbal_004_channel2_71s.wav",
"expresso/ex01-ex02_projected_002_channel2_248s.wav",
"expresso/ex03-ex01_nonverbal_001_channel2_37s.wav",
"expresso/ex03-ex01_angry_001_channel1_201s.wav",
"expresso/ex01-ex02_enunciated_001_channel2_354s.wav",
"expresso/ex03-ex02_laughing_001_channel1_248s.wav",
"expresso/ex01-ex02_enunciated_001_channel1_432s.wav",
"expresso/ex04-ex01_disgusted_001_channel1_130s.wav",
"expresso/ex01-ex02_whisper_001_channel2_717s.wav",
"expresso/ex04-ex02_confused_001_channel2_488s.wav",
"expresso/ex03-ex02_animal-animaldir_003_channel1_32s.wav",
"expresso/ex04-ex01_narration_001_channel2_686s.wav",
"expresso/ex01-ex02_fast_001_channel1_104s.wav",
"expresso/ex01-ex02_fast_001_channel2_73s.wav",
"expresso/ex03-ex02_animaldir-animal_008_channel1_147s.wav",
"expresso/ex04-ex02_happy_001_channel1_118s.wav",
"expresso/ex04-ex02_enunciated_001_channel2_898s.wav",
"expresso/ex03-ex01_calm_001_channel2_1081s.wav",
"expresso/ex04-ex03_fast_001_channel2_25s.wav",
"expresso/ex03-ex01_laughing_002_channel2_232s.wav",
"expresso/ex03-ex01_disgusted_004_channel1_170s.wav",
"expresso/ex01-ex02_default_001_channel1_168s.wav",
"expresso/ex04-ex01_animal-animaldir_006_channel1_196s.wav",
"expresso/ex01-ex02_default_001_channel2_198s.wav",
"expresso/ex03-ex02_childdir-child_004_channel2_187s.wav",
"expresso/ex03-ex01_sarcastic_001_channel2_491s.wav",
"expresso/ex03-ex01_confused_001_channel2_816s.wav",
"expresso/ex03-ex02_sympathetic-sad_008_channel1_215s.wav",
"expresso/ex04-ex02_sarcastic_001_channel1_519s.wav",
"expresso/ex03-ex01_calm_001_channel1_1143s.wav",
"expresso/ex04-ex01_child-childdir_003_channel2_283s.wav",
"expresso/ex03-ex01_sleepy_001_channel1_619s.wav",
"expresso/ex04-ex02_enunciated_001_channel1_496s.wav",
"expresso/ex03-ex01_desire_004_channel1_545s.wav",
"expresso/ex04-ex01_laughing_001_channel1_306s.wav",
"expresso/ex03-ex01_happy_001_channel2_257s.wav",
"expresso/ex04-ex01_disgusted_001_channel2_325s.wav",
"expresso/ex04-ex02_bored_001_channel1_254s.wav",
"expresso/ex04-ex02_awe_001_channel1_982s.wav",
"expresso/ex04-ex01_sympathetic-sad_008_channel2_453s.wav",
"expresso/ex04-ex03_enunciated_001_channel1_86s.wav",
"expresso/ex01-ex02_whisper_001_channel1_579s.wav",
"expresso/ex03-ex01_enunciated_001_channel1_388s.wav",
"expresso/ex04-ex03_whisper_002_channel2_266s.wav",
"expresso/ex04-ex03_default_001_channel1_3s.wav",
"expresso/ex04-ex02_calm_002_channel1_480s.wav",
"expresso/ex04-ex03_whisper_001_channel1_198s.wav",
"expresso/ex04-ex01_laughing_001_channel2_293s.wav",
"expresso/ex03-ex01_nonverbal_006_channel1_62s.wav",
"expresso/ex04-ex02_happy_001_channel2_140s.wav",
"expresso/ex04-ex02_desire_001_channel2_694s.wav",
"expresso/ex03-ex02_narration_002_channel2_1136s.wav",
"expresso/ex04-ex01_animaldir-animal_001_channel1_118s.wav",
"expresso/ex04-ex03_projected_001_channel2_179s.wav",
"expresso/ex03-ex01_laughing_001_channel1_188s.wav",
"expresso/ex04-ex02_laughing_001_channel1_147s.wav",
"expresso/ex03-ex01_desire_004_channel2_580s.wav",
"expresso/ex04-ex02_fearful_001_channel2_266s.wav",
"expresso/ex04-ex01_narration_001_channel1_605s.wav",
"expresso/ex03-ex01_awe_001_channel1_1323s.wav",
"expresso/ex04-ex01_childdir-child_001_channel1_228s.wav",
"expresso/ex04-ex01_animaldir-animal_004_channel2_88s.wav",
"expresso/ex04-ex01_animal-animaldir_006_channel2_49s.wav",
"expresso/ex03-ex01_happy_001_channel1_334s.wav",
"expresso/ex03-ex02_sad-sympathetic_001_channel1_454s.wav",
"expresso/ex03-ex02_sympathetic-sad_008_channel2_268s.wav",
"expresso/ex04-ex02_bored_001_channel2_232s.wav",
"expresso/ex04-ex03_projected_001_channel1_192s.wav",
"expresso/ex04-ex03_enunciated_001_channel2_342s.wav",
"expresso/ex04-ex01_sympathetic-sad_008_channel1_415s.wav",
"expresso/ex04-ex02_laughing_001_channel2_159s.wav",
"expresso/ex04-ex02_calm_001_channel2_336s.wav",
"expresso/ex04-ex02_awe_001_channel2_1013s.wav",
"expresso/ex03-ex02_narration_001_channel1_674s.wav",
"expresso/ex03-ex01_awe_001_channel2_1290s.wav",
"expresso/ex03-ex01_sarcastic_001_channel1_435s.wav",
"expresso/ex04-ex02_disgusted_004_channel1_169s.wav",
"expresso/ex04-ex02_desire_001_channel1_657s.wav",
"expresso/ex04-ex02_nonverbal_004_channel1_18s.wav",
"expresso/ex04-ex03_default_002_channel2_239s.wav",
"expresso/ex04-ex02_confused_001_channel1_499s.wav",
"expresso/ex01-ex02_projected_001_channel1_46s.wav",
"expresso/ex04-ex02_angry_001_channel2_150s.wav",
"expresso/ex03-ex02_child-childdir_001_channel2_69s.wav",
"expresso/ex03-ex01_confused_001_channel1_909s.wav",
"expresso/ex03-ex01_angry_001_channel2_181s.wav",
"expresso/ex04-ex03_fast_001_channel1_208s.wav",
"expresso/ex04-ex02_fearful_001_channel1_316s.wav",
"expresso/ex03-ex02_animaldir-animal_008_channel2_136s.wav",
"expresso/ex03-ex02_child-childdir_001_channel1_291s.wav",
"expresso/ex03-ex02_laughing_001_channel2_234s.wav",
"expresso/ex03-ex02_sad-sympathetic_001_channel2_400s.wav",
"expresso/ex04-ex01_sad-sympathetic_001_channel1_267s.wav",
"expresso/ex03-ex01_sleepy_001_channel2_662s.wav",
"expresso/ex03-ex02_childdir-child_004_channel1_308s.wav",
"expresso/ex04-ex01_sad-sympathetic_001_channel2_346s.wav",
"expresso/ex04-ex02_disgusted_001_channel2_98s.wav",
"expresso/ex03-ex01_enunciated_001_channel2_576s.wav",
"expresso/ex04-ex02_sarcastic_001_channel2_466s.wav",
"expresso/ex04-ex01_child-childdir_004_channel1_118s.wav",
"expresso/ex04-ex02_angry_001_channel1_119s.wav",
"expresso/ex03-ex02_animal-animaldir_002_channel2_89s.wav",
"expresso/ex04-ex01_childdir-child_001_channel2_420s.wav",
"vctk/p323_023.wav",
"vctk/p333_023.wav",
"vctk/p280_023.wav",
"vctk/p239_023.wav",
"vctk/p341_023.wav",
"vctk/p229_023.wav",
"vctk/p351_023.wav",
"vctk/p264_023.wav",
"vctk/p274_023.wav",
"vctk/p299_023.wav",
"vctk/p230_023.wav",
"vctk/p252_023.wav",
"vctk/p305_023.wav",
"vctk/p315_023.wav",
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"vctk/p318_023.wav",
"vctk/p260_023.wav",
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"vctk/p270_023.wav",
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"vctk/p256_023.wav",
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"vctk/p300_023.wav",
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"vctk/p285_023.wav",
],
value="expresso/ex03-ex01_happy_001_channel1_334s.wav",
),
],
outputs=gr.Audio(label="Generated Audio"),
title="kyutai/tts-1.6b-en_fr",
description="Convert text to speech using the kyutai/tts-1.6b-en_fr model. Select a voice and enter text to generate audio.",
)
if __name__ == "__main__":
iface.launch()
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