Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations

8 May 2018

Papers citing "Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations"

23 / 23 papers shown

Title
Benchmarking Training Paradigms, Dataset Composition, and Model Scaling for Child ASR in ESPnet Anyu Ying Natarajan Balaji Shankar Chyi-Jiunn Lin Mohan Shi Pu Wang Hye-jin Shim Siddhant Arora Hugo Van hamme Abeer Alwan Shinji Watanabe 22 0 0 22 Aug 2025
Automatic Speech Recognition of African American English: Lexical and Contextual Effects Hamid Mojarad Kevin Tang 45 0 0 07 Jun 2025
An End-to-End Approach for Child Reading Assessment in the Xhosa Language Sergio Chevtchenko Nikhil Navas Rafaella Vale Franco Ubaudi Sipumelele Lucwaba Cally Ardington Soheil Afshar Mark Antoniou Saeed Afshar 124 0 0 23 May 2025
Self-Supervised Models for Phoneme Recognition: Applications in Children's Speech for Reading Learning Lucas Block Medin Thomas Pellegrini Lucile Gelin SSL 134 4 0 06 Mar 2025
Speech Recognition for Automatically Assessing Afrikaans and isiXhosa Preschool Oral Narratives C. Jacobs Annelien Smith Daleen Klop Ondřej Klejch Febe de Wet Herman Kamper 126 2 0 11 Jan 2025
Evaluation of Speech Foundation Models for ASR on Child-Adult Conversations in Autism Diagnostic Sessions Aditya Ashvin Rimita Lahiri Aditya Kommineni Somer Bishop C. Lord Sudarsana Reddy Kadiri Shrikanth Narayanan 98 0 0 24 Sep 2024
Examining Test-Time Adaptation for Personalized Child Speech Recognition Zhonghao Shi Xuan Shi Anfeng Xu Tiantian Feng Harshvardhan Srivastava Shrikanth Narayanan Maja J. Matarić 105 0 0 19 Sep 2024
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 202 102 0 27 Apr 2023
Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning M. Shahin Beena Ahmed J. Epps 63 0 0 19 Oct 2022
A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition Rishabh Jain Andrei Barcovschi Mariam Yiwere Dan Bigioi Peter Corcoran H. Cucu 76 40 0 06 Apr 2022
Social Fraud Detection Review: Methods, Challenges and Analysis Saeedreza Shehnepoor R. Togneri Wei Liu Bennamoun AAML 117 3 0 10 Nov 2021
Utterance-level neural confidence measure for end-to-end children speech recognition W. Liu Tan Lee 70 6 0 16 Sep 2021
Detection of Consonant Errors in Disordered Speech Based on Consonant-vowel Segment Embedding Si-Ioi Ng C. Ng Jingyu Li Tan Lee 29 3 0 16 Jun 2021
End-to-end acoustic modelling for phone recognition of young readers Lucile Gelin Morgane Daniel J. Pinquier Thomas Pellegrini 78 14 0 04 Mar 2021
End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study Prashanth Gurunath Shivakumar Shrikanth Narayanan 93 57 0 19 Feb 2021
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR Ruchao Fan Amber Afshan Abeer Alwan 88 14 0 12 Feb 2021
The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines Fan Yu Zhuoyuan Yao Xiong Wang Keyu An Lei Xie Zhijian Ou Bo Liu Xiulin Li Guanqiong Miao 110 21 0 13 Nov 2020
The CUHK-TUDELFT System for The SLT 2021 Children Speech Recognition Challenge Si-Ioi Ng W. Liu Zhiyuan Peng Siyuan Feng Hingpang Huang O. Scharenborg Tan Lee 3DV 90 8 0 12 Nov 2020
Data Augmentation For Children's Speech Recognition -- The "Ethiopian" System For The SLT 2021 Children Speech Recognition Challenge Guoguo Chen Xingyu Na Yongqing Wang Zhiyong Yan Junbo Zhang Sifan Ma Yujun Wang 78 22 0 09 Nov 2020
Gender domain adaptation for automatic speech recognition task Sokolov Artem Andrey V. Savchenko 87 0 0 08 Oct 2020
The NTNU System at the Interspeech 2020 Non-Native Children's Speech ASR Challenge Tien-Hong Lo Fu-An Chao Shi-Yan Weng Berlin Chen 66 11 0 18 May 2020
Transfer Learning for Thermal Comfort Prediction in Multiple Cities Nan Gao Wei Shao Mohammad Saiedur Rahaman Jun Zhai Klaus David Flora D. Salim AI4CE 123 84 0 29 Apr 2020
Meta-learning for robust child-adult classification from speech Nithin Rao Koluguri Manoj Kumar So Hyun Kim C. Lord Shrikanth Narayanan 78 21 0 24 Oct 2019