Article

Speaker-Aware Simulation Improves Conversational Speech Recognition

2026-03-10

Abstract excerpt

<title>Abstract</title> <p>Automatic speech recognition (ASR) for conversational speech remains challenging due to the limited availability of large-scale, well-annotated multi-speaker dialogue data and the complex temporal dynamics of natural interactions. Speaker-aware simulated conversations (SASC) offer an effective data augmentation strategy by transforming single-speaker recordings into realistic multi-spea...

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Literature Corpus work: 9176c4de-6898-55cc-8401-de17bf4c458b
DOI: 10.21203/rs.3.rs-8798359/v1

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