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[Paper 리뷰] RepCodec: A Speech Representation Codec for Speech Tokenization
RepCodec: A Speech Representation Codec for Speech TokenizationDiscrete speech tokenization은 large language model에서 유용하게 활용되지만 discretization으로 인해 information loss가 발생함RepCodecSpeech encoder에서 speech representation을 reconstruction 하여 vector quantization codebook을 학습Speech encoder, Codec encoder, Vector quantization codebook으로 구성된 pipeline을 통해 speech waveform을 semantic token으로 변환논문 (ACL 2024) : P..
Paper/Neural Codec
2025. 2. 22. 12:31
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