Nancy L. McElwain

16 papers A 2B 1C 1Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, Challenges, and Opportunities.
CoRR
Jialu Li, Marvin Lavechin, Xulin Fan, Nancy L. McElwain, Alejandrina Cristià, L. Paola García-Perera, Mark Hasegawa-Johnson
2025 J jnl
Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, challenges, and opportunities.
IEEE Signal Process. Mag.
Jialu Li, Marvin Lavechin, Xulin Fan, Nancy L. McElwain, Alejandrina Cristià, L. Paola García-Perera, Mark A. Hasegawa-Johnson
2025 A conf
Band-Split Self-supervised Mamba for Infant-centered Audio Analysis.
INTERSPEECH
Xulin Fan, Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
2024 — conf
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations.
ICASSP Workshops
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
2024 J jnl
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations.
CoRR
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
2024 C conf
InfantMotion2Vec: Unlabeled Data-Driven Infant Pose Estimation Using a Single Chest IMU.
BSN
Mohammad Nur Hossain Khan, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam
2024 J jnl
Preliminary Technical Validation of LittleBeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations.
Sensors
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
2024 B conf
Sound Tagging in Infant-centric Home Soundscapes.
CHASE
Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam
2024 J jnl
Sound Tagging in Infant-centric Home Soundscapes.
CoRR
Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam
2023 — conf
Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data.
APSIPA ASC
Kai Chieh Chang, Mark Hasegawa-Johnson, Nancy L. McElwain, Bashima Islam
2023 J jnl
Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data.
CoRR
Kai Chieh Chang, Mark Hasegawa-Johnson, Nancy L. McElwain, Bashima Islam
2023 A conf
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio.
INTERSPEECH
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
2023 J jnl
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio.
CoRR
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
2022 J jnl
Visualizations of Complex Sequences of Family-Infant Vocalizations Using Bag-of-Audio-Words Approach Based on Wav2vec 2.0 Features.
CoRR
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain
2021 Misc conf
A Comparison Study on Infant-Parent Voice Diarization.
ICASSP
Junzhe Zhu, Mark Hasegawa-Johnson, Nancy L. McElwain
2021 J jnl
Analysis of acoustic and voice quality features for the classification of infant and mother vocalizations.
Speech Commun.
Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain