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README.md
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---
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license: mit
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language:
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- km
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tags:
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- text-to-speech
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- tts
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- khmer
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---
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# SimpleKhmerTTS
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Decoder-only transformer TTS, using [WavTokenizer](https://github.com/jishengpeng/WavTokenizer) as the audio codec and [DDD-Cambodia/khmer-speech-dataset](https://huggingface.co/datasets/DDD-Cambodia/khmer-speech-dataset) as dataset.
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## Samples
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| Text | Audio |
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| -------- | -------------------------------------------------------------------------------------------------------------------------- |
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| Sample 1 | <audio controls src="https://huggingface.co/AnotherPotatoCoder/Khmer-TTS/resolve/main/sample_audios/sample_1.wav"></audio> |
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| Sample 2 | <audio controls src="https://huggingface.co/AnotherPotatoCoder/Khmer-TTS/resolve/main/sample_audios/sample_2.wav"></audio> |
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| Sample 3 | <audio controls src="https://huggingface.co/AnotherPotatoCoder/Khmer-TTS/resolve/main/sample_audios/sample_3.wav"></audio> |
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| Sample 4 | <audio controls src="https://huggingface.co/AnotherPotatoCoder/Khmer-TTS/resolve/main/sample_audios/sample_4.wav"></audio> |
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## Setup
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```bash
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git clone https://github.com/FirstPotatoCoder/SimpleKhmerTTS.git
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cd SimpleKhmerTTS
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pip install -q -r requirements.txt
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python scripts/download_weights.py
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```
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## Run
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```bash
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python examples/run_inference.py " ααΆααΆαααααααΆαα’ααααα
αααΎα α αΎααα·ααΆααααααααααα·α
α ααΆααΆαααααΆααααααααα·ααΌαα’ααααα αα·αααΆααααααα½ααααΆαααααΆαααααααααααααααα»ααΆα" --speaker_id 0
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```
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Or from Python:
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```python
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from tts.inference import TTSPipeline
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pipe = TTSPipeline(
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tts_weights="weights/tts.pt",
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wavtokenizer_weights="weights/wavtokenizer.ckpt",
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wavtokenizer_config="configs/wavtokenizer_config.yaml"
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)
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pipe.generate(" ααΆααΆαααααααΆαα’ααααα
αααΎα α αΎααα·ααΆααααααααααα·α
α", speaker_id=1, out_path="out.wav")
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```
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## Limitations
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- The model sometimes hallucinates, generating babbling or garbled output on rare or unseen words, making it ill-suited for direct deployment β likely due to the limited amount of training data and codec's limited performance on Khmer audio.
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- Works best when generating ~3s to 10s of audio, matching the length distribution of its training data.
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- No chunking support yet β the current repo only supports clip-by-clip generation, one sample at a time.
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## Credits
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- Data: [Khmer Speech Dataset](https://huggingface.co/datasets/DDD-Cambodia/khmer-speech-dataset) by DDD-Cambodia
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- Compute: [Kaggle](https://www.kaggle.com) for free T4 GPU access
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- Audio tokenizer/codec: [WavTokenizer](https://github.com/jishengpeng/WavTokenizer)
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(vendored under `wavtokenizer/`, trimmed to inference-only code).
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