Nancy L. McElwain

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Classification Accuracy

Top Venues

Publications

Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations. CoRR (2024)
Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam
Sound Tagging in Infant-centric Home Soundscapes. CoRR (2024)
Bashima Islam, Nancy L. McElwain, Jialu Li, Maria I. Davila, Yannan Hu, Kexin Hu, Jordan M. Bodway, Ashutosh Dhekne, Romit Roy Choudhury, Mark Hasegawa-Johnson
Preliminary Technical Validation of LittleBeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations. Sensors 24 (3) (2024)
Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam
Sound Tagging in Infant-centric Home Soundscapes. CHASE (2024)
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio. CoRR (2023)
Kai Chieh Chang, Mark Hasegawa-Johnson, Nancy L. McElwain, Bashima Islam
Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data. CoRR (2023)
Kai Chieh Chang, Mark Hasegawa-Johnson, Nancy L. McElwain, Bashima Islam
Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data. APSIPA ASC (2023)
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio. INTERSPEECH (2023)
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
Visualizations of Complex Sequences of Family-Infant Vocalizations Using Bag-of-Audio-Words Approach Based on Wav2vec 2.0 Features. CoRR (2022)
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
Analysis of acoustic and voice quality features for the classification of infant and mother vocalizations. Speech Commun. 133 (2021)
Junzhe Zhu, Mark Hasegawa-Johnson, Nancy L. McElwain
A Comparison Study on Infant-Parent Voice Diarization. ICASSP (2021)