Adaptation of Whisper models to child speech recognition

Adaptation of Whisper models to child speech recognition

24 July 2023

Andrei Barcovschi

Papers citing "Adaptation of Whisper models to child speech recognition"

14 / 14 papers shown

Title
Digitally Supported Analysis of Spontaneous Speech (DigiSpon): Benchmarking NLP-Supported Language Sample Analysis of Swiss Children's Speech Anja Ryser Yingqiang Gao Sarah Ebling 44 0 0 01 Apr 2025
Automatic Speech Recognition for the Ika Language Uchenna Nzenwata Daniel Ogbuigwe VLM 23 0 0 01 Oct 2024
Evaluation of state-of-the-art ASR Models in Child-Adult Interactions Aditya Ashvin Rimita Lahiri Aditya Kommineni Somer Bishop C. Lord Sudarsana Reddy Kadiri Shrikanth Narayanan 29 0 0 24 Sep 2024
Personalized Speech Recognition for Children with Test-Time Adaptation Zhonghao Shi Harshvardhan Srivastava Xuan Shi Shrikanth Narayanan Maja J. Matarić 30 0 0 19 Sep 2024
Whisper-SV: Adapting Whisper for Low-data-resource Speaker Verification Li Lyna Zhang Ning Jiang Qing Wang Yuehong Li Quan Lu Lei Xie 36 6 0 14 Jul 2024
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data Dancheng Liu Jinjun Xiong 33 0 0 25 Jun 2024
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models Ruchao Fan Natarajan Balaji Shankar Abeer Alwan 36 7 0 15 Jun 2024
Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings Ahmed Attia Dorottya Demszky Tolulope Ogunremi Jing Liu Carol Y. Espy-Wilson CLL VLM 26 2 0 15 May 2024
Efficient Compression of Multitask Multilingual Speech Models Thomas Palmeira Ferraz 41 0 0 02 May 2024
A comparative analysis between Conformer-Transducer, Whisper, and wav2vec2 for improving the child speech recognition Andrei Barcovschi Rishabh Jain Peter Corcoran 21 3 0 07 Nov 2023
Using State-of-the-Art Speech Models to Evaluate Oral Reading Fluency in Ghana Owen Henkel Hannah Horne-Robinson Libby Hills Bill Roberts Joshua A. McGrane 17 0 0 26 Oct 2023
Using fine-tuning and min lookahead beam search to improve Whisper Andrea Do Oscar Brown Zhengjie Wang Nikhil Mathew Zixin Liu Jawwad Ahmed Cheng Yu 29 1 0 19 Sep 2023
Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults Ahmed Attia Jing Liu Wei Ai Dorottya Demszky Carol Y. Espy-Wilson 22 13 0 12 Sep 2023
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition Gary Yeung Ruchao Fan Abeer Alwan 31 20 0 18 Feb 2021