Jinchuan Tian

Speech Language Models for Full-Meeting Speaker Diarization: Capabilities and Limitations

Recent advances in Speech Language Models (SpeechLMs), which integrate large language models with speech foundation models, have enabled unified sequence modeling of speech processing tasks. However, many SpeechLM-based approaches to speaker diarization (SD) are tightly coupled with automatic speech recognition (ASR) a...