Nancy McElwain

According to our database, Nancy McElwain authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, Challenges, and Opportunities.

Jialu Li, Marvin Lavechin, Xulin Fan, Nancy L. McElwain, Alejandrina Cristià, Paola Garcia-Perera, Mark Hasegawa-Johnson

CoRR, September, 2025

2024

Preliminary Technical Validation of LittleBeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations.

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

Sensors, February, 2024

Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations.

Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain

Proceedings of the IEEE International Conference on Acoustics, 2024

Sound Tagging in Infant-centric Home Soundscapes.

Mohammad Nur Hossain Khan, Jialu Li, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024

InfantMotion2Vec: Unlabeled Data-Driven Infant Pose Estimation Using a Single Chest IMU.

Mohammad Nur Hossain Khan, Nancy L. McElwain, Mark Hasegawa-Johnson, Bashima Islam

Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024

2023

Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio.

Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data.

Kai Chieh Chang, Mark Hasegawa-Johnson, Nancy L. McElwain, Bashima Islam

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

Visualizations of Complex Sequences of Family-Infant Vocalizations Using Bag-of-Audio-Words Approach Based on Wav2vec 2.0 Features.

Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain

CoRR, 2022

2021

Analysis of acoustic and voice quality features for the classification of infant and mother vocalizations.

Jialu Li, Mark Hasegawa-Johnson, Nancy L. McElwain

Speech Commun., 2021

A Comparison Study on Infant-Parent Voice Diarization.

Junzhe Zhu, Mark Hasegawa-Johnson, Nancy L. McElwain

Proceedings of the IEEE International Conference on Acoustics, 2021

2018

Infant Emotional Outbursts Detection in Infant-parent Spoken Interactions.

Yijia Xu, Mark Hasegawa-Johnson, Nancy McElwain

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018