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

21 May 2023

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

6 / 6 papers shown

Title
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges Dancheng Liu Jason Yang Ishan Albrecht-Buehler Helen Qin Sophie Li Yuting Hu Amir Nassereldine Jinjun Xiong 24 1 0 07 Oct 2024
Sound Tagging in Infant-centric Home Soundscapes Mohammad Nur Hossain Khan Jialu Li Nancy L. McElwain M. Hasegawa-Johnson Bashima Islam 18 0 0 25 Jun 2024
Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions Anfeng Xu Kevin Huang Tiantian Feng Lue Shen Helen Tager-Flusberg Shrikanth Narayanan 27 2 0 12 Jun 2024
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations Jialu Li M. Hasegawa-Johnson Nancy L. McElwain 31 3 0 10 Feb 2024
Enhancing Child Vocalization Classification with Phonetically-Tuned Embeddings for Assisting Autism Diagnosis Jialu Li M. Hasegawa-Johnson Karrie Karahalios 17 2 0 13 Sep 2023
Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data Kai-Chieh Chang M. Hasegawa-Johnson Nancy L. McElwain Bashima Islam 12 4 0 27 Jun 2023