Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults
Fuente:
arXiv
Saved in:
| Main Authors: | Attia, Ahmed Adel, Liu, Jing, Ai, Wei, Demszky, Dorottya, Espy-Wilson, Carol |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CPT-Boosted Wav2vec2.0: Towards Noise Robust Speech Recognition for Classroom Environments
by: Attia, Ahmed Adel, et al.
Published: (2024)
by: Attia, Ahmed Adel, et al.
Published: (2024)
From Weak Labels to Strong Results: Utilizing 5,000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
SimClass: A Classroom Speech Dataset Generated via Game Engine Simulation For Automatic Speech Recognition Research
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
RealClass: A Framework for Classroom Speech Simulation with Public Datasets and Game Engines
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings
by: Attia, Ahmed Adel, et al.
Published: (2024)
by: Attia, Ahmed Adel, et al.
Published: (2024)
Articulation-Informed ASR: Integrating Articulatory Features into ASR via Auxiliary Speech Inversion and Cross-Attention Fusion
by: Attia, Ahmed Adel, et al.
Published: (2025)
by: Attia, Ahmed Adel, et al.
Published: (2025)
Improving Speech Inversion Through Self-Supervised Embeddings and Enhanced Tract Variables
by: Attia, Ahmed Adel, et al.
Published: (2023)
by: Attia, Ahmed Adel, et al.
Published: (2023)
Multi-Stage Speaker Diarization for Noisy Classrooms
by: Khan, Ali Sartaz, et al.
Published: (2025)
by: Khan, Ali Sartaz, et al.
Published: (2025)
Towards noise-robust speech inversion through multi-task learning with speech enhancement
by: Tabatabaee, Saba, et al.
Published: (2026)
by: Tabatabaee, Saba, et al.
Published: (2026)
Reverse Attention for Lightweight Speech Enhancement on Edge Devices
by: Ojha, Shuubham, et al.
Published: (2025)
by: Ojha, Shuubham, et al.
Published: (2025)
Self-supervised Multimodal Speech Representations for the Assessment of Schizophrenia Symptoms
by: Premananth, Gowtham, et al.
Published: (2024)
by: Premananth, Gowtham, et al.
Published: (2024)
Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)
by: Farhadipour, Aref, et al.
Published: (2024)
DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition
by: Polok, Alexander, et al.
Published: (2024)
by: Polok, Alexander, et al.
Published: (2024)
Adapting Whisper for Lightweight and Efficient Automatic Speech Recognition of Children for On-device Edge Applications
by: Dutta, Satwik, et al.
Published: (2025)
by: Dutta, Satwik, et al.
Published: (2025)
Improving Whispered Speech Recognition Performance using Pseudo-whispered based Data Augmentation
by: Lin, Zhaofeng, et al.
Published: (2023)
by: Lin, Zhaofeng, et al.
Published: (2023)
Sparsely Shared LoRA on Whisper for Child Speech Recognition
by: Liu, Wei, et al.
Published: (2023)
by: Liu, Wei, et al.
Published: (2023)
Adapting Whisper for Streaming Speech Recognition via Two-Pass Decoding
by: Zhou, Haoran, et al.
Published: (2025)
by: Zhou, Haoran, et al.
Published: (2025)
State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2025)
by: Farhadipour, Aref, et al.
Published: (2025)
OWSM-Biasing: Contextualizing Open Whisper-Style Speech Models for Automatic Speech Recognition with Dynamic Vocabulary
by: Sudo, Yui, et al.
Published: (2025)
by: Sudo, Yui, et al.
Published: (2025)
PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices
by: Nassereldine, Amir, et al.
Published: (2024)
by: Nassereldine, Amir, et al.
Published: (2024)
A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition
by: Wang, Shiyao, et al.
Published: (2025)
by: Wang, Shiyao, et al.
Published: (2025)
Reducing the Gap Between Pretrained Speech Enhancement and Recognition Models Using a Real Speech-Trained Bridging Module
by: Cui, Zhongjian, et al.
Published: (2025)
by: Cui, Zhongjian, et al.
Published: (2025)
The RoyalFlush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Tian, Jingguang, et al.
Published: (2024)
by: Tian, Jingguang, et al.
Published: (2024)
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, et al.
Published: (2024)
Prompting Whisper for Joint Speech Transcription and Diarization
by: Zamyrova, Mariia, et al.
Published: (2026)
by: Zamyrova, Mariia, et al.
Published: (2026)
Probing Whisper for Dysarthric Speech in Detection and Assessment
by: Yue, Zhengjun, et al.
Published: (2025)
by: Yue, Zhengjun, et al.
Published: (2025)
Bangla-WhisperDiar: Fine-Tuning Whisper and PyAnnote for Bangla Long-Form Speech Recognition and Speaker Diarization
by: Bhuiyan, Mohammed Aman, et al.
Published: (2026)
by: Bhuiyan, Mohammed Aman, et al.
Published: (2026)
Robust Speech Recognition with Schrödinger Bridge-Based Speech Enhancement
by: Nasretdinov, Rauf, et al.
Published: (2025)
by: Nasretdinov, Rauf, et al.
Published: (2025)
Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
by: Hu, Jiliang, et al.
Published: (2025)
by: Hu, Jiliang, et al.
Published: (2025)
Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection
by: Huang, Shangkun, et al.
Published: (2025)
by: Huang, Shangkun, et al.
Published: (2025)
Exploiting Music Source Separation for Automatic Lyrics Transcription with Whisper
by: Syed, Jaza, et al.
Published: (2025)
by: Syed, Jaza, et al.
Published: (2025)
A Study on Incorporating Whisper for Robust Speech Assessment
by: Zezario, Ryandhimas E., et al.
Published: (2023)
by: Zezario, Ryandhimas E., et al.
Published: (2023)
Swedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition
by: Vesterbacka, Leonora, et al.
Published: (2025)
by: Vesterbacka, Leonora, et al.
Published: (2025)
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text
by: Li, Jinpeng, et al.
Published: (2024)
by: Li, Jinpeng, et al.
Published: (2024)
Zero-Shot Recognition of Dysarthric Speech Using Commercial Automatic Speech Recognition and Multimodal Large Language Models
by: Alsayegh, Ali, et al.
Published: (2025)
by: Alsayegh, Ali, et al.
Published: (2025)
Augmenting Polish Automatic Speech Recognition System With Synthetic Data
by: Bondaruk, Łukasz, et al.
Published: (2024)
by: Bondaruk, Łukasz, et al.
Published: (2024)
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2023)
by: Eeckt, Steven Vander, et al.
Published: (2023)
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis
by: Leung, Wing-Zin, et al.
Published: (2024)
by: Leung, Wing-Zin, et al.
Published: (2024)
Zero Shot Text to Speech Augmentation for Automatic Speech Recognition on Low-Resource Accented Speech Corpora
by: Nespoli, Francesco, et al.
Published: (2024)
by: Nespoli, Francesco, et al.
Published: (2024)
WhispEar: A Bi-directional Framework for Scaling Whispered Speech Conversion via Pseudo-Parallel Whisper Generation
by: Fang, Zihao, et al.
Published: (2026)
by: Fang, Zihao, et al.
Published: (2026)
Similar Items
-
CPT-Boosted Wav2vec2.0: Towards Noise Robust Speech Recognition for Classroom Environments
by: Attia, Ahmed Adel, et al.
Published: (2024) -
From Weak Labels to Strong Results: Utilizing 5,000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data
by: Attia, Ahmed Adel, et al.
Published: (2025) -
SimClass: A Classroom Speech Dataset Generated via Game Engine Simulation For Automatic Speech Recognition Research
by: Attia, Ahmed Adel, et al.
Published: (2025) -
RealClass: A Framework for Classroom Speech Simulation with Public Datasets and Game Engines
by: Attia, Ahmed Adel, et al.
Published: (2025) -
Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings
by: Attia, Ahmed Adel, et al.
Published: (2024)