TokenChain demonstrates that a discrete semantic-token interface can sustain effective chain learning between ASR and TTS, yielding faster convergence and lower error rates on LibriSpeech and TED-LIUM.
Setup Datasets.We pretrain ASR/T2S on LibriSpeech-100 [21], and run chain training on LibriSpeech-960 and TED-LIUM v2 [22]
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TokenChain: A Discrete Speech Chain via Semantic Token Modeling
TokenChain demonstrates that a discrete semantic-token interface can sustain effective chain learning between ASR and TTS, yielding faster convergence and lower error rates on LibriSpeech and TED-LIUM.