A modern Conformer ASR model's predictions are tied to vowel formants (F1 and F2), sibilant fricative spectral peaks, and plosive release bursts, per SPES feature attributions on TIMIT.
Understanding the representa- tion and computation of multilayer perceptrons: A case study in speech recognition,
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Echoes of Phonetics: Unveiling Relevant Acoustic Cues for ASR via Feature Attribution
A modern Conformer ASR model's predictions are tied to vowel formants (F1 and F2), sibilant fricative spectral peaks, and plosive release bursts, per SPES feature attributions on TIMIT.