Cover Image

Unsupervised Accent Adaptation Through Masked Language Model Correction Of Discrete Self-Supervised Speech Units

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Poncelet, Jakob, Van hamme, Hugo
Format:	Preprint
Published:	2023
Subjects:	Audio and Speech Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Efficient Extraction of Noise-Robust Discrete Units from Self-Supervised Speech Models
by: Poncelet, Jakob, et al.
Published: (2024)

Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch
by: Poncelet, Jakob, et al.
Published: (2021)

Leveraging Broadcast Media Subtitle Transcripts for Automatic Speech Recognition and Subtitling
by: Poncelet, Jakob, et al.
Published: (2025)

Multitask Learning with Capsule Networks for Speech-to-Intent Applications
by: Poncelet, Jakob, et al.
Published: (2020)

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

Accent Normalization Using Self-Supervised Discrete Tokens with Non-Parallel Data
by: Bai, Qibing, et al.
Published: (2025)

Efficient Rehearsal for Continual Learning in ASR via Singular Value Tuning
by: Eeckt, Steven Vander, et al.
Published: (2026)

Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2022)

DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
by: Shon, Suwon, et al.
Published: (2024)

Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
by: Shi, Jiatong, et al.
Published: (2023)

Multi-Scale Accent Modeling and Disentangling for Multi-Speaker Multi-Accent Text-to-Speech Synthesis
by: Zhou, Xuehao, et al.
Published: (2024)

ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
by: Tao, Dehua, et al.
Published: (2024)

MacST: Multi-Accent Speech Synthesis via Text Transliteration for Accent Conversion
by: Inoue, Sho, et al.
Published: (2024)

Prosodically Enhanced Foreign Accent Simulation by Discrete Token-based Resynthesis Only with Native Speech Corpora
by: Onda, Kentaro, et al.
Published: (2025)

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

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)

MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition
by: Mu, Bingshen, 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)

Enhanced Reverberation as Supervision for Unsupervised Speech Separation
by: Saijo, Kohei, et al.
Published: (2024)

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

SSVD-O: Parameter-Efficient Fine-Tuning with Structured SVD for Speech Recognition
by: Wang, Pu, et al.
Published: (2026)

CodecMOS-Accent: A MOS Benchmark of Resynthesized and TTS Speech from Neural Codecs Across English Accents
by: Huang, Wen-Chin, et al.
Published: (2026)

The Interspeech 2024 Challenge on Speech Processing Using Discrete Units
by: Chang, Xuankai, et al.
Published: (2024)

Mixture of LoRA Experts with Multi-Modal and Multi-Granularity LLM Generative Error Correction for Accented Speech Recognition
by: Mu, Bingshen, et al.
Published: (2025)

Zero Shot Text to Speech Augmentation for Automatic Speech Recognition on Low-Resource Accented Speech Corpora
by: Nespoli, Francesco, et al.
Published: (2024)

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

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

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

DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units
by: Poli, Maxime, et al.
Published: (2026)

Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations
by: Li, Jialu, et al.
Published: (2024)

Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
by: Chen, Peikun, et al.
Published: (2024)

Empowering Communication: Speech Technology for Indian and Western Accents through AI-powered Speech Synthesis
by: R, Vinotha, et al.
Published: (2024)

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

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

Investigation of Deep Neural Network Acoustic Modelling Approaches for Low Resource Accented Mandarin Speech Recognition
by: Xie, Xurong, et al.
Published: (2022)

Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
by: Ji, Shengpeng, et al.
Published: (2024)

UTDUSS: UTokyo-SaruLab System for Interspeech2024 Speech Processing Using Discrete Speech Unit Challenge
by: Nakata, Wataru, 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)

AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup
by: Carvalho, Carlos, et al.
Published: (2024)