acoustic-modeling

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Myovox: Reading Speech from the Muscles of the Face

arXiv cs.CL ↗ · 2026-09-17 Cached

Myovox decodes open-vocabulary English text from 31-channel surface electromyography recorded from facial muscles, achieving an 18.53% word error rate on the emg2speech General Corpus through decode correction, bidirectional Conformer training with cross-modal distillation, and language model reranking.

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#acoustic-modeling

Relative Time Intervals Representation for Word-level Timestamping with Masked Training

arXiv cs.AI ↗ · 2026-08-26 Cached

This paper introduces a method for word-level timestamping in Speech Large Language Models using relative time intervals and masked training to enhance prediction accuracy and robustness against noisy real-world annotations.

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#acoustic-modeling

eigendrum

Hacker News Top ↗ · 2026-08-14 Cached

Eigendrum is a web tool that allows users to draw shapes and hear them as real drums by solving eigenvalue problems for drumhead vibrations using finite element methods.

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Evaluating Speech Articulation Synthesis with Articulatory Phoneme Recognition

arXiv cs.CL ↗ · 2026-05-21 Cached

This paper proposes evaluating speech articulation synthesis using phoneme recognition with articulatory features, addressing limitations of traditional metrics like point-wise distance. Experiments on a single-speaker RT-MRI dataset show the approach captures phonetic nuances and improves assessment.

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