Cover Image

FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Jongsuk, Yu, Jaemyung, Kwon, Minchan, Kim, Junmo
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FxSearcher: gradient-free text-driven audio transformation
by: Ki, Hojoon, et al.
Published: (2025)

AVCap: Leveraging Audio-Visual Features as Text Tokens for Captioning
by: Kim, Jongsuk, et al.
Published: (2024)

Fairness of Automatic Speech Recognition in Cleft Lip and Palate Speech
by: Bhattacharjee, Susmita, et al.
Published: (2025)

InfiniteAudio: Infinite-Length Audio Generation with Consistency
by: Jung, Chaeyoung, et al.
Published: (2025)

Clustering and Mining Accented Speech for Inclusive and Fair Speech Recognition
by: Kim, Jaeyoung, et al.
Published: (2024)

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI
by: Lin, Yi-Cheng, et al.
Published: (2026)

Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models
by: Derington, Anna, et al.
Published: (2023)

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
by: Wei, Linye, et al.
Published: (2025)

AS-ASR: A Lightweight Framework for Aphasia-Specific Automatic Speech Recognition
by: Bao, Chen, et al.
Published: (2025)

Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)

Cross-Modal Bottleneck Fusion For Noise Robust Audio-Visual Speech Recognition
by: Ok, Seaone, et al.
Published: (2026)

Bridging the Modality Gap: Softly Discretizing Audio Representation for LLM-based Automatic Speech Recognition
by: Yang, Mu, et al.
Published: (2025)

Unsupervised Online Continual Learning for Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2024)

FairLENS: Assessing Fairness in Law Enforcement Speech Recognition
by: Wang, Yicheng, et al.
Published: (2024)

Automatic Speech Recognition (ASR) for the Diagnosis of pronunciation of Speech Sound Disorders in Korean children
by: Ahn, Taekyung, et al.
Published: (2024)

Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous Speech
by: Xi, Yu, et al.
Published: (2024)

SegINR: Segment-wise Implicit Neural Representation for Sequence Alignment in Neural Text-to-Speech
by: Kim, Minchan, et al.
Published: (2024)

High Fidelity Text-to-Speech Via Discrete Tokens Using Token Transducer and Group Masked Language Model
by: Lee, Joun Yeop, et al.
Published: (2024)

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

An approach to measuring the performance of Automatic Speech Recognition (ASR) models in the context of Large Language Model (LLM) powered applications
by: Pulikodan, Sujith, et al.
Published: (2025)

FireRedASR2S: A State-of-the-Art Industrial-Grade All-in-One Automatic Speech Recognition System
by: Xu, Kaituo, et al.
Published: (2026)

Edge-ASR: Towards Low-Bit Quantization of Automatic Speech Recognition Models
by: Feng, Chen, et al.
Published: (2025)

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
by: Bai, Ye, et al.
Published: (2024)

Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
by: Aronowitz, Hagai, et al.
Published: (2026)

UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition
by: Fu, Li, et al.
Published: (2024)

Interpreting the Role of Visemes in Audio-Visual Speech Recognition
by: Papadopoulos, Aristeidis, et al.
Published: (2025)

AdaMER-CTC: Connectionist Temporal Classification with Adaptive Maximum Entropy Regularization for Automatic Speech Recognition
by: Eom, SooHwan, et al.
Published: (2024)

Using Songs to Improve Kazakh Automatic Speech Recognition
by: Yeshpanov, Rustem
Published: (2026)

Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities
by: Dheram, Pranav, et al.
Published: (2022)

Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations
by: Dhawan, Kunal, et al.
Published: (2024)

ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Wang, He, et al.
Published: (2024)

Efficient Parallel Audio Generation using Group Masked Language Modeling
by: Jeong, Myeonghun, et al.
Published: (2024)

WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing
by: Baser, Oguzhan, et al.
Published: (2025)

Scalable Frameworks for Real-World Audio-Visual Speech Recognition
by: Kim, Sungnyun
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)

Rehearsal-Free Online Continual Learning for Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2023)

Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation
by: Hsieh, Tsun-An, et al.
Published: (2024)

Non-Intrusive Automatic Speech Recognition Refinement: A Survey
by: Peyghan, Mohammad Reza, et al.
Published: (2025)

AdaLTM: Adaptive Layer-wise Task Vector Merging for Categorical Speech Emotion Recognition with ASR Knowledge Integration
by: Lee, Chia-Yu, et al.
Published: (2026)

Searching for Effective Preprocessing Method and CNN-based Architecture with Efficient Channel Attention on Speech Emotion Recognition
by: Kim, Byunggun, et al.
Published: (2024)