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LLM-Codec: Neural Audio Codec Meets Language Model Objectives

cs.SD · 2026-04-20 · unverdicted · novelty 6.0

LLM-Codec augments audio codec training with multi-step token prediction and contrastive semantic alignment to improve both waveform reconstruction and autoregressive predictability for speech language models.

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  • LLM-Codec: Neural Audio Codec Meets Language Model Objectives cs.SD · 2026-04-20 · unverdicted · none · ref 13

    LLM-Codec augments audio codec training with multi-step token prediction and contrastive semantic alignment to improve both waveform reconstruction and autoregressive predictability for speech language models.