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README.md
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##
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---
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title: DeepAudio-V1 — multi-modal speech and audio generation
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emoji: 🔊
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colorFrom: blue
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colorTo: indigo
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sdk: gradio
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app_file: app.py
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pinned: false
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---
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## [DeepAudio-V1:Towards Multi-Modal Multi-Stage End-to-End Video to Speech and Audio Generation](https://pages.github.com/)
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## Installation
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**1. Create a conda environment**
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```bash
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conda create -n v2as python=3.10
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conda activate v2as
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```
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**2. F5-TTS base install**
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```bash
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cd ./F5-TTS
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pip install -e .
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```
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**3. Additional requirements**
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```bash
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pip install -r requirements.txt
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conda install cudnn
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```
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**Pretrained models**
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The models are available at https://huggingface.co/. See [MODELS.md](./MODELS.md) for more details.
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## Inference
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**1. V2A inference**
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```bash
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bash v2a.sh
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```
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**2. V2S inference**
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```bash
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bash v2s.sh
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```
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**3. TTS inference**
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```bash
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bash tts.sh
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```
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## Evaluation
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```bash
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bash eval_v2c.sh
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```
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## Acknowledgement
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- [MMAudio](https://github.com/hkchengrex/MMAudio) for video-to-audio backbone and pretrained models
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- [F5-TTS](https://github.com/SWivid/F5-TTS) for text-to-speech and video-to-speech backbone
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- [V2C](https://github.com/chenqi008/V2C) for animated movie benchmark
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- [Wav2Vec2-Emotion](https://huggingface.co/audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim) for emotion recognition in EMO-SIM evaluation.
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- [WavLM-SV](https://huggingface.co/microsoft/wavlm-base-sv) for speech recognition in SPK-SIM evaluation.
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- [Whisper](https://huggingface.co/Systran/faster-whisper-large-v3) for speech recognition in WER evaluation.
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