Cover Image

Advancing African-Accented Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Dossou, Bonaventure F. P.
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Performant ASR Models for Medical Entities in Accented Speech
by: Afonja, Tejumade, et al.
Published: (2024)

AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents
by: Owodunni, Abraham Toluwase, et al.
Published: (2024)

Multimodal Consistency-Guided Reference-Free Data Selection for ASR Accent Adaptation
by: Lei, Ligong, et al.
Published: (2026)

Accent-Invariant Automatic Speech Recognition via Saliency-Driven Spectrogram Masking
by: Sameti, Mohammad Hossein, et al.
Published: (2025)

Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis
by: Do, Cong-Thanh, et al.
Published: (2024)

Pitch Accent Detection improves Pretrained Automatic Speech Recognition
by: Sasu, David, et al.
Published: (2025)

LID Models are Actually Accent Classifiers: Implications and Solutions for LID on Accented Speech
by: Bafna, Niyati, et al.
Published: (2025)

Effects of Speaker Count, Duration, and Accent Diversity on Zero-Shot Accent Robustness in Low-Resource ASR
by: Yong, Zheng-Xin, et al.
Published: (2025)

Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
by: Jung, Yeonjoon, et al.
Published: (2024)

Pairwise Evaluation of Accent Similarity in Speech Synthesis
by: Zhong, Jinzuomu, et al.
Published: (2025)

Benchmarking Automatic Speech Recognition Models for African Languages
by: Nahabwe, Alvin, et al.
Published: (2025)

Rethinking Discrete Speech Representation Tokens for Accent Generation
by: Zhong, Jinzuomu, et al.
Published: (2026)

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems
by: Rai, Anand, et al.
Published: (2025)

ContextASR-Bench: A Massive Contextual Speech Recognition Benchmark
by: Wang, He, et al.
Published: (2025)

Data-Driven Mispronunciation Pattern Discovery for Robust Speech Recognition
by: Choi, Anna Seo Gyeong, et al.
Published: (2025)

OLMoASR: Open Models and Data for Training Robust Speech Recognition Models
by: Ngo, Huong, et al.
Published: (2025)

A Comprehensive Study on the Effectiveness of ASR Representations for Noise-Robust Speech Emotion Recognition
by: Shi, Xiaohan, et al.
Published: (2023)

ASR Under the Stethoscope: Evaluating Biases in Clinical Speech Recognition across Indian Languages
by: Kumar, Subham, et al.
Published: (2025)

Advancing Hearing Assessment: An ASR-Based Frequency-Specific Speech Test for Diagnosing Presbycusis
by: Bleeck, Stefan
Published: (2025)

DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation
by: Kothawade, Suraj, et al.
Published: (2021)

Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection
by: Lin, Hsi-Che, et al.
Published: (2024)

Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
by: Li, Chin-Jou, et al.
Published: (2025)

AccentBox: Towards High-Fidelity Zero-Shot Accent Generation
by: Zhong, Jinzuomu, et al.
Published: (2024)

Benchmarking Japanese Speech Recognition on ASR-LLM Setups with Multi-Pass Augmented Generative Error Correction
by: Ko, Yuka, et al.
Published: (2024)

Probing for Phonology in Self-Supervised Speech Representations: A Case Study on Accent Perception
by: Venkateswaran, Nitin, et al.
Published: (2025)

Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)

Configurable Multilingual ASR with Speech Summary Representations
by: Zhu, Harrison, et al.
Published: (2024)

Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models
by: Fan, Ruchao, et al.
Published: (2024)

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
by: Imam, Sukairaj Hafiz, et al.
Published: (2025)

AutoMode-ASR: Learning to Select ASR Systems for Better Quality and Cost
by: Gündüz, Ahmet, et al.
Published: (2024)

Crossmodal ASR Error Correction with Discrete Speech Units
by: Li, Yuanchao, et al.
Published: (2024)

Cross-Dialect Text-To-Speech in Pitch-Accent Language Incorporating Multi-Dialect Phoneme-Level BERT
by: Yamauchi, Kazuki, et al.
Published: (2024)

Streaming Non-Autoregressive Model for Accent Conversion and Pronunciation Improvement
by: Nguyen, Tuan-Nam, et al.
Published: (2025)

Dynamic Data Pruning for Automatic Speech Recognition
by: Xiao, Qiao, et al.
Published: (2024)

UniEnc-CASSNAT: An Encoder-only Non-autoregressive ASR for Speech SSL Models
by: Fan, Ruchao, et al.
Published: (2024)

SpeechVerse: A Large-scale Generalizable Audio Language Model
by: Das, Nilaksh, et al.
Published: (2024)

Speech Recognition Rescoring with Large Speech-Text Foundation Models
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)

Automatic Speech Recognition for Biomedical Data in Bengali Language
by: Kabir, Shariar, et al.
Published: (2024)

Discrete Tokens Exhibit Interlanguage Speech Intelligibility Benefit: an Analytical Study Towards Accent-robust ASR Only with Native Speech Data
by: Onda, Kentaro, et al.
Published: (2025)

Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR
by: Cui, Mingyu, et al.
Published: (2024)