Improved Long-Form Speech Recognition by Jointly Modeling the Primary and Non-primary Speakers

no code implementations • 18 Dec 2023 • Guru Prakash Arumugam, Shuo-Yiin Chang, Tara N. Sainath, Rohit Prabhavalkar, Quan Wang, Shaan Bijwadia

ASR models often suffer from a long-form deletion problem where the model predicts sequential blanks instead of words when transcribing a lengthy audio (in the order of minutes or hours).

speech-recognition Speech Recognition