A multitask classifier built on Whisper features flags multi-speaker, non-English, music, noisy, and synthetic speech clips in large in-the-wild corpora, and a new 21k-clip labeled dataset is released.
In-the-wild (ITW) refers to data that is not recorded or collected in a highly controlled environ- ment [1]
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Whilter: A Whisper-based Data Filter for "In-the-Wild" Speech Corpora Using Utterance-level Multi-Task Classification
A multitask classifier built on Whisper features flags multi-speaker, non-English, music, noisy, and synthetic speech clips in large in-the-wild corpora, and a new 21k-clip labeled dataset is released.