Papers
Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation
Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu et al.
Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
Loann Peurey, Marvin Lavechin, Tarek Kunze et al.
Challenges and practical guidelines for atypical speech data collection, annotation, usage and sharing: A multi-project perspective
Zhengjun Yue, Mara Barberis, Tanvina Patel et al.
The Speech Accessibility Project: Best Practices for Collection and Curation of Disordered Speech
Chris Zwilling, Mark Hasegawa-Johnson, Heather Hodges et al.
Quantifying and Reducing Speaker Heterogeneity within the Common Voice Corpus for Phonetic Analysis
Miao Zhang, Aref Farhadipour, Annie Baker et al.
Collecting, Curating, and Annotating Good Quality Speech deepfake dataset for Famous Figures: Process and Challenges
Hashim Ali, Surya Subramani, Raksha Varahamurthy et al.
Granary: Speech Recognition and Translation Dataset in 25 European Languages
Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd et al.
CommissionsQC: a Québec French Speech Corpus for Automatic Speech Recognition
Coralie Serrand, Amira Morsli, Gilles Boulianne
J-SPAW: Japanese speaker verification and spoofing attacks recorded in-the-wild dataset
Sayaka Shiota, Suzuka Horie, Kouta Kanno et al.
VCapAV: A Video-Caption Based Audio-Visual Deepfake Detection Dataset
Yuxi Wang, Yikang Wang, Qishan Zhang et al.
A Study of Real-world Audio-Visual Corpus Design and Production: A Perspective from MISP Challenges
Hang Chen, Jun Du, Qing Wang et al.
Thinking in Directivity: Speech Large Language Model for Multi-Talker Directional Speech Recognition
Jiamin Xie, Ju Lin, Yiteng Huang et al.
SOMSRED-SVC: Sequential Output Modeling with Speaker Vector Constraints for Joint Multi-Talker Overlapped ASR and Speaker Diarization
Naoki Makishima, Naotaka Kawata, Taiga Yamane et al.
Improving Synthetic Data Training for Contextual Biasing Models with a Keyword-Aware Cost Function
Chin Yuen Kwok, Jia Qi Yip, Eng Siong Chng
Automatic Speech Recognition of African American English: Lexical and Contextual Effects
Hamid Mojarad, Kevin Tang
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition
Jongsuk Kim, Jaemyung Yu, Minchan Kwon et al.
PredTrAD – Prediction-based Transformer for Anomaly Detection in Multivariate Time Series Data
Jan Schuster, Alexander Wölfel, Fabian Brunner et al.
REB-former: RWKV-enhanced E-branchformer for Speech Recognition
Jie Song, Wang Xiang, Jian Zhou et al.
MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR
Dimitrios Damianos, Georgios Paraskevopoulos, Alexandros Potamianos
Distilling a speech and music encoder with task arithmetic
Fabian Ritter-Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei et al.
A Robust Hybrid ACC-PM Approach for Personal Sound Zones
Yaqi Zhu, Lei Zhou, Hongqing Liu et al.
First Analyze Then Enhance: A Task-Aware System for Speech Separation, Denoising, and Dereverberation
Shaoxiang Dang, Li Li, Shogo Seki et al.
Individualized speech enhancement for hearing-impaired listeners
Chuan Wen, Sarah Verhulst