BiRQ: Bi-Level Self-Labeling Random Quantization for Self-Supervised Speech Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Liuyuan, Cui, Xiaodong, Kingsbury, Brian, Chen, Tianyi, Chen, Lisha |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
by: Wang, Yujin, et al.
Published: (2022)
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)
by: Xu, Tianyi, et al.
Published: (2025)
Semi-Autoregressive Streaming ASR With Label Context
by: Arora, Siddhant, et al.
Published: (2023)
by: Arora, Siddhant, et al.
Published: (2023)
Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models
by: Wang, Haoyu, et al.
Published: (2022)
by: Wang, Haoyu, et al.
Published: (2022)
Interface Design for Self-Supervised Speech Models
by: Shih, Yi-Jen, et al.
Published: (2024)
by: Shih, Yi-Jen, et al.
Published: (2024)
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
by: Hwang, Min-Jae, et al.
Published: (2024)
by: Hwang, Min-Jae, et al.
Published: (2024)
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition
by: Saliba, Alexandra, et al.
Published: (2024)
by: Saliba, Alexandra, et al.
Published: (2024)
Fast Word Error Rate Estimation Using Self-Supervised Representations for Speech and Text
by: Park, Chanho, et al.
Published: (2023)
by: Park, Chanho, et al.
Published: (2023)
SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition
by: Xue, Hongfei, et al.
Published: (2023)
by: Xue, Hongfei, et al.
Published: (2023)
Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)
by: Farhadipour, Aref, et al.
Published: (2024)
GigaAM: Efficient Self-Supervised Learner for Speech Recognition
by: Kutsakov, Aleksandr, et al.
Published: (2025)
by: Kutsakov, Aleksandr, et al.
Published: (2025)
Exploring the limits of decoder-only models trained on public speech recognition corpora
by: Gupta, Ankit, et al.
Published: (2024)
by: Gupta, Ankit, et al.
Published: (2024)
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models
by: Fan, Ruchao, et al.
Published: (2024)
by: Fan, Ruchao, et al.
Published: (2024)
Do Discrete Self-Supervised Representations of Speech Capture Tone Distinctions?
by: Osakuade, Opeyemi, et al.
Published: (2024)
by: Osakuade, Opeyemi, et al.
Published: (2024)
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models
by: Peng, Junyi, et al.
Published: (2025)
by: Peng, Junyi, et al.
Published: (2025)
STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models
by: Jang, Kangwook, et al.
Published: (2023)
by: Jang, Kangwook, et al.
Published: (2023)
SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge?
by: Ashihara, Takanori, et al.
Published: (2023)
by: Ashihara, Takanori, et al.
Published: (2023)
Is Self-Supervised Learning Enough to Fill in the Gap? A Study on Speech Inpainting
by: Asaad, Ihab, et al.
Published: (2024)
by: Asaad, Ihab, et al.
Published: (2024)
Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers
by: Lin, Tzu-Quan, et al.
Published: (2025)
by: Lin, Tzu-Quan, et al.
Published: (2025)
Word Level Timestamp Generation for Automatic Speech Recognition and Translation
by: Hu, Ke, et al.
Published: (2025)
by: Hu, Ke, et al.
Published: (2025)
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition
by: Chan, David M., et al.
Published: (2024)
by: Chan, David M., 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)
by: Venkateswaran, Nitin, et al.
Published: (2025)
Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease
by: Hernandez, Abner, et al.
Published: (2026)
by: Hernandez, Abner, et al.
Published: (2026)
In-Sync: Adaptation of Speech Aware Large Language Models for ASR with Word Level Timestamp Predictions
by: Fan, Xulin, et al.
Published: (2026)
by: Fan, Xulin, et al.
Published: (2026)
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
by: Aldeneh, Zakaria, et al.
Published: (2024)
by: Aldeneh, Zakaria, et al.
Published: (2024)
DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
by: Shao, Hang, et al.
Published: (2023)
by: Shao, Hang, et al.
Published: (2023)
DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition
by: Shao, Qijie, et al.
Published: (2025)
by: Shao, Qijie, et al.
Published: (2025)
ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition
by: Abouzeid, Ali, et al.
Published: (2025)
by: Abouzeid, Ali, et al.
Published: (2025)
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding
by: Parcollet, Titouan, et al.
Published: (2023)
by: Parcollet, Titouan, et al.
Published: (2023)
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses
by: Yang, Yufeng, et al.
Published: (2024)
by: Yang, Yufeng, et al.
Published: (2024)
Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN Architecture
by: Pillai, Leena G, et al.
Published: (2025)
by: Pillai, Leena G, et al.
Published: (2025)
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models
by: Phuong, Tuan Dat, et al.
Published: (2025)
by: Phuong, Tuan Dat, et al.
Published: (2025)
Refining Self-Supervised Learnt Speech Representation using Brain Activations
by: Li, Hengyu, et al.
Published: (2024)
by: Li, Hengyu, et al.
Published: (2024)
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach
by: Lin, Yi-Cheng, et al.
Published: (2025)
by: Lin, Yi-Cheng, et al.
Published: (2025)
Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations
by: Khaertdinov, Bulat, et al.
Published: (2024)
by: Khaertdinov, Bulat, et al.
Published: (2024)
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations
by: Li, Jialu, et al.
Published: (2024)
by: Li, Jialu, et al.
Published: (2024)
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature
by: Du, Chenpeng, et al.
Published: (2022)
by: Du, Chenpeng, et al.
Published: (2022)
Property Neurons in Self-Supervised Speech Transformers
by: Lin, Tzu-Quan, et al.
Published: (2024)
by: Lin, Tzu-Quan, et al.
Published: (2024)
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
by: Shon, Suwon, et al.
Published: (2024)
by: Shon, Suwon, et al.
Published: (2024)
Analytic Study of Text-Free Speech Synthesis for Raw Audio using a Self-Supervised Learning Model
by: Park, Joonyong, et al.
Published: (2024)
by: Park, Joonyong, et al.
Published: (2024)
Similar Items
-
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) -
Semi-Autoregressive Streaming ASR With Label Context
by: Arora, Siddhant, et al.
Published: (2023) -
Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models
by: Wang, Haoyu, et al.
Published: (2022) -
Interface Design for Self-Supervised Speech Models
by: Shih, Yi-Jen, et al.
Published: (2024)