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Journal Articles
- 2024
[j2]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): 901 (2024)- 2021
- [j1]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: 41-61 (2021)
Conference and Workshop Papers
- 2024
- [c7]Mohammad Nur Hossain Khan, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam:
InfantMotion2Vec: Unlabeled Data-Driven Infant Pose Estimation Using a Single Chest IMU. BSN 2024: 1-4 - [c6]Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam:
Sound Tagging in Infant-centric Home Soundscapes. CHASE 2024: 142-146 - [c5]Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain:
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations. ICASSP Workshops 2024: 550-554 - 2023
- [c4]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: 2370-2377 - [c3]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: 1035-1039 - 2021
- [c2]Junzhe Zhu, Mark Hasegawa-Johnson, Nancy L. McElwain:
A Comparison Study on Infant-Parent Voice Diarization. ICASSP 2021: 7178-7182 - 2018
- [c1]Yijia Xu, Mark Hasegawa-Johnson, Nancy McElwain:
Infant Emotional Outbursts Detection in Infant-parent Spoken Interactions. INTERSPEECH 2018: 242-246
Informal and Other Publications
- 2024
- [i6]Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain:
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations. CoRR abs/2402.06888 (2024) - [i5]Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam:
Sound Tagging in Infant-centric Home Soundscapes. CoRR abs/2406.17190 (2024) - 2023
- [i4]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 abs/2305.12530 (2023) - [i3]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 abs/2306.15808 (2023) - 2022
- [i2]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 abs/2203.15183 (2022) - 2020
- [i1]Junzhe Zhu, Mark Hasegawa-Johnson, Nancy McElwain:
A Comparison Study on Infant-Parent Voice Diarization. CoRR abs/2011.02698 (2020)
Coauthor Index
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