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  LayaCodec: Rapid, High-Fidelity Audio Compression: Reaching the Pareto Frontier in Neural Audio Codecs
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- This is a neural audio codec/tokenizer that encodes 16khz at a rate from 12.5 t/s to 50 t/s using a single 8192 size codebook and decodes it into 44.1khz audio.
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  This allows for much faster and scalable TTS models compared to othern modern codecs for several reasons.
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  1. **Much** lower token rates than other single pass codecs such as Xcodec2(50 t/s), Snac(83 t/s), Dac(774 t/s), etc.
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  2. **Much** smaller codebook size(8192) compared to Xcodec2(65536) for faster TTS model training speed.
 
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  LayaCodec: Rapid, High-Fidelity Audio Compression: Reaching the Pareto Frontier in Neural Audio Codecs
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+ This is a neural audio codec/tokenizer that encodes 16khz at a rate from 12.5 t/s(0.16 kpbs) to 50 t/s(0.65 kpbs) using a single 8192 size codebook and decodes it into 44.1khz audio.
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  This allows for much faster and scalable TTS models compared to othern modern codecs for several reasons.
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  1. **Much** lower token rates than other single pass codecs such as Xcodec2(50 t/s), Snac(83 t/s), Dac(774 t/s), etc.
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  2. **Much** smaller codebook size(8192) compared to Xcodec2(65536) for faster TTS model training speed.