Sumit Kumar Ram

Positive Transfer of the Whisper Speech Transformer to Human and Animal Voice Activity Detection

This paper introduces WhisperSeg, utilizing the Whisper Transformer pre-trained for Automatic Speech Recognition (ASR) for human and animal Voice Activity Detection (VAD). Contrary to traditional methods that detect human voice or animal vocalizations from a short audio frame and rely on careful thr…