SLP-L18: ASR Model Adaptation and Customization
Oral
Fri, 8 May, 09:00 - 11:00
Location: Room 114
Session Type: Oral
Track: Speech and Language Processing [SL]
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Fri, 8 May, 09:00 - 09:20

SLP-L18.1: PRODUCTION-SCALE DYNAMIC VOCABULARY ASR BIASING WITH WORD-LEVEL FST AND ROBUST TRAINING
José Enrique Garcia Lainez, Tianyang Sun, Shaoshi Ling, Yifan Gong, Huaming Wang, Microsoft, Spain
Fri, 8 May, 09:20 - 09:40

SLP-L18.2: DO WE REALLY NEED SELF-ATTENTION FOR STREAMING AUTOMATIC SPEECH RECOGNITION?
Youness Dkhissi, Valentin Vielzeuf, Elys Allesiardo, Orange Innovation, France; Anthony Larcher, Le Mans Université, France
Fri, 8 May, 09:40 - 10:00

SLP-L18.3: SYNTHETIC DATA DOMAIN ADAPTATION FOR ASR VIA LLM-BASED TEXT AND PHONETIC RESPELLING AUGMENTATION
Natsuo Yamashita, Koichi Nagatsuka, Hiroaki Kokubo, Kota Dohi, Tuan Vu Ho, Hitachi, Ltd., Japan
Fri, 8 May, 10:00 - 10:20

SLP-L18.4: SSVD-O: PARAMETER-EFFICIENT FINE-TUNING WITH STRUCTURED SVD FOR SPEECH RECOGNITION
Pu Wang, KU Leuven, Belgium; Shinji Watanabe, Carnegie Mellon University, United States of America; Hugo Van hamme, KU Leuven, Belgium
Fri, 8 May, 10:20 - 10:40

SLP-L18.5: THREE SECONDS IS SUFFICIENT: A MULTI-PRONGED FRAMEWORK FOR MODEL-BASED SPEAKER ADAPTATION IN ASR UNDER DATA-SCARCE CONDITIONS
Jiajun Deng, Huawei, China; Guinan Li, Chunyat Wu, The Chinese University of Hong Kong, China; Tristan Tsoi, Huawei, China; Huimeng Wang, Tao Zhong, Zhaoqing Li, Chengxi Deng, Youjun Chen, Shujie Hu, Xunying Liu, The Chinese University of Hong Kong, China; Simon Lui, Huawei, China
Fri, 8 May, 10:40 - 11:00

SLP-L18.6: IN-SYNC: ADAPTATION OF SPEECH AWARE LARGE LANGUAGE MODELS FOR ASR WITH WORD LEVEL TIMESTAMP PREDICTIONS
Xulin Fan, University of Illinois Urbana-Champaign, United States of America; Vishal Sunder, Samuel Thomas, IBM Research, United States of America; Mark Hasegawa-Johnson, University of Illinois Urbana-Champaign, United States of America; Brian Kingsbury, George Saon, IBM Research, United States of America