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Nest-rq: Next token prediction for speech self-supervised pre-training

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F3-Tokenizer: Taming Audio Autoencoder Latents for Understanding and Generation

cs.SD · 2026-06-04 · unverdicted · novelty 5.0

F3-Tokenizer adapts audio autoencoder latents with noise-regularized bottleneck (channel normalization and stochastic perturbation) and a representation encoder (RQ-MTP plus frozen-LLM supervision) to support both high-dimensional understanding representations and normalized continuous generation ta

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  • F3-Tokenizer: Taming Audio Autoencoder Latents for Understanding and Generation cs.SD · 2026-06-04 · unverdicted · none · ref 4

    F3-Tokenizer adapts audio autoencoder latents with noise-regularized bottleneck (channel normalization and stochastic perturbation) and a representation encoder (RQ-MTP plus frozen-LLM supervision) to support both high-dimensional understanding representations and normalized continuous generation ta