Cover Image

SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xue, Hongfei, Shao, Qijie, Huang, Kaixun, Chen, Peikun, Liu, Jie, Xie, Lei
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

The TEA-ASLP System for Multilingual Conversational Speech Recognition and Speech Diarization in MLC-SLM 2025 Challenge
by: Xue, Hongfei, et al.
Published: (2025)

DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition
by: Shao, Qijie, et al.
Published: (2025)

Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation
by: Lin, Zhennan, et al.
Published: (2025)

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

Fusion of Discrete Representations and Self-Augmented Representations for Multilingual Automatic Speech Recognition
by: Wang, Shih-heng, et al.
Published: (2024)

Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text
by: Xue, Hongfei, et al.
Published: (2024)

Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty
by: Xue, Hongfei, et al.
Published: (2025)

Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
by: Xu, Tianyi, et al.
Published: (2024)

Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
by: Wang, Yujin, et al.
Published: (2022)

Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
by: Xu, Tianyi, et al.
Published: (2025)

Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities
by: Adila, Aulia, et al.
Published: (2024)

Findings of the 2024 Mandarin Stuttering Event Detection and Automatic Speech Recognition Challenge
by: Xue, Hongfei, et al.
Published: (2024)

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

DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
by: Shao, Hang, et al.
Published: (2023)

Position-invariant Fine-tuning of Speech Enhancement Models with Self-supervised Speech Representations
by: Meghanani, Amit, et al.
Published: (2026)

Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
by: Yang, Zhengdong, et al.
Published: (2025)

Automatic Speech Recognition for Hindi
by: Saha, Anish, et al.
Published: (2024)

Leveraging Self-supervised Audio Representations for Data-Efficient Acoustic Scene Classification
by: Cai, Yiqiang, et al.
Published: (2024)

ZMM-TTS: Zero-shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-supervised Discrete Speech Representations
by: Gong, Cheng, et al.
Published: (2023)

Self-supervised Speech Representations Still Struggle with African American Vernacular English
by: Chang, Kalvin, et al.
Published: (2024)

MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition
by: Mu, Bingshen, et al.
Published: (2024)

Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
by: Wei, Kun, et al.
Published: (2023)

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia
by: Geng, Xuelong, et al.
Published: (2025)

HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models
by: Mu, Bingshen, et al.
Published: (2024)

LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks
by: Meghanani, Amit, et al.
Published: (2024)

Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective
by: Liu, Alexander H., et al.
Published: (2024)

Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations
by: Meghanani, Amit, et al.
Published: (2024)

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

Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models
by: Wang, Haoyu, et al.
Published: (2022)

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

Contextualized Automatic Speech Recognition with Dynamic Vocabulary
by: Sudo, Yui, et al.
Published: (2024)

Word Level Timestamp Generation for Automatic Speech Recognition and Translation
by: Hu, Ke, et al.
Published: (2025)

Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
by: Hu, Jiliang, et al.
Published: (2025)

Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision
by: Yusuyin, Saierdaer, et al.
Published: (2024)

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

Exploration of Adapter for Noise Robust Automatic Speech Recognition
by: Shi, Hao, et al.
Published: (2024)

Exploring Gender Disparities in Automatic Speech Recognition Technology
by: ElGhazaly, Hend, et al.
Published: (2025)

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

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

Swedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition
by: Vesterbacka, Leonora, et al.
Published: (2025)