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Noise-Robust Forced Alignment for Spontaneous Speech

arXiv:2610.22583v1 Announce Type: new Abstract: We show that forced aligners degrade on spontaneous, noisy real-world speech, and that fillers, laughter, and disfluencies corrupt word boundaries, impacting many downstream applications. We revisit the classical GMM-HMM aligner with upsampled WavLM f…

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  1. 2026-10-19 04:00 · arXiv cs.LG
    Noise-Robust Forced Alignment for Spontaneous Speech

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