Imran Sheikh

Learning to retrieve out-of-vocabulary words in speech recognition

2015 · arXiv (Cornell University)

Many Proper Names (PNs) are Out-Of-Vocabulary (OOV) words for speech recognition systems used to process diachronic audio data. To help recovery of the PNs missed by the system, relevant OOV PNs can be retrieved out …

Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications

2024

Past studies on end-to-end meeting transcription have focused on model architecture and have mostly been evaluated on simulated meeting data. We present a novel study aiming to optimize the use of a Speaker-Attributed ASR (SA-ASR) …