DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Alexander H., Chang, Heng-Jui, Auli, Michael, Hsu, Wei-Ning, Glass, James R. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations
by: Lian, Jiachen, et al.
Published: (2023)
by: Lian, Jiachen, et al.
Published: (2023)
USAD: Universal Speech and Audio Representation via Distillation
by: Chang, Heng-Jui, et al.
Published: (2025)
by: Chang, Heng-Jui, et al.
Published: (2025)
Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective
by: Liu, Alexander H., et al.
Published: (2024)
by: Liu, Alexander H., et al.
Published: (2024)
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
by: Chang, Heng-Jui, et al.
Published: (2023)
by: Chang, Heng-Jui, et al.
Published: (2023)
DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models
by: Chang, Heng-Jui, et al.
Published: (2024)
by: Chang, Heng-Jui, et al.
Published: (2024)
Self-supervised Speech Representations Still Struggle with African American Vernacular English
by: Chang, Kalvin, et al.
Published: (2024)
by: Chang, Kalvin, et al.
Published: (2024)
Scaling A Simple Approach to Zero-Shot Speech Recognition
by: Zhao, Jinming, et al.
Published: (2024)
by: Zhao, Jinming, et al.
Published: (2024)
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image data
by: Wang, Hsuan-Fu, et al.
Published: (2024)
by: Wang, Hsuan-Fu, et al.
Published: (2024)
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
by: Mishra, Divyanshu, et al.
Published: (2025)
by: Mishra, Divyanshu, et al.
Published: (2025)
Patent Representation Learning via Self-supervision
by: Zuo, You, et al.
Published: (2025)
by: Zuo, You, et al.
Published: (2025)
LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks
by: Meghanani, Amit, et al.
Published: (2024)
by: Meghanani, Amit, et al.
Published: (2024)
Position-invariant Fine-tuning of Speech Enhancement Models with Self-supervised Speech Representations
by: Meghanani, Amit, et al.
Published: (2026)
by: Meghanani, Amit, et al.
Published: (2026)
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)
Self-supervised Analogical Learning using Language Models
by: Zhou, Ben, et al.
Published: (2025)
by: Zhou, Ben, et al.
Published: (2025)
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations
by: Meghanani, Amit, et al.
Published: (2024)
by: Meghanani, Amit, et al.
Published: (2024)
Polynomial Mixing for Efficient Self-supervised Speech Encoders
by: Feillet, Eva, et al.
Published: (2026)
by: Feillet, Eva, et al.
Published: (2026)
Codec2Vec: Self-Supervised Speech Representation Learning Using Neural Speech Codecs
by: Tseng, Wei-Cheng, et al.
Published: (2025)
by: Tseng, Wei-Cheng, et al.
Published: (2025)
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
by: Liu, Alexander H., et al.
Published: (2025)
by: Liu, Alexander H., et al.
Published: (2025)
Implicit Self-supervised Language Representation for Spoken Language Diarization
by: Mishra, Jagabandhu, et al.
Published: (2023)
by: Mishra, Jagabandhu, et al.
Published: (2023)
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)
Self-supervised Speech Models for Word-Level Stuttered Speech Detection
by: Shih, Yi-Jen, et al.
Published: (2024)
by: Shih, Yi-Jen, et al.
Published: (2024)
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning
by: Cai, Danwei, et al.
Published: (2024)
by: Cai, Danwei, et al.
Published: (2024)
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction
by: Gueuwou, Shester, et al.
Published: (2024)
by: Gueuwou, Shester, et al.
Published: (2024)
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception
by: Han, HyoJung, et al.
Published: (2024)
by: Han, HyoJung, et al.
Published: (2024)
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)
ASKD-Whisper: Adaptive Self-knowledge Distillation for Efficient and Low-Latency Automatic Speech Recognition
by: Lee, Junseok, et al.
Published: (2026)
by: Lee, Junseok, et al.
Published: (2026)
An Exploration of Mamba for Speech Self-Supervised Models
by: Lin, Tzu-Quan, et al.
Published: (2025)
by: Lin, Tzu-Quan, et al.
Published: (2025)
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)
Towards Unsupervised Speech Recognition at the Syllable-Level
by: Wang, Liming, et al.
Published: (2025)
by: Wang, Liming, et al.
Published: (2025)
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech
by: Parcollet, Titouan, et al.
Published: (2023)
by: Parcollet, Titouan, et al.
Published: (2023)
MIPIC: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining
by: Huy, Phung Gia, et al.
Published: (2026)
by: Huy, Phung Gia, et al.
Published: (2026)
Self-Knowledge Distillation for Learning Ambiguity
by: Park, Hancheol, et al.
Published: (2024)
by: Park, Hancheol, et al.
Published: (2024)
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
by: Ren, Qingyu, et al.
Published: (2025)
by: Ren, Qingyu, et al.
Published: (2025)
[b]=[d]-[t]+[p]: Self-supervised Speech Models Discover Phonological Vector Arithmetic
by: Choi, Kwanghee, et al.
Published: (2026)
by: Choi, Kwanghee, et al.
Published: (2026)
SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness
by: Decorte, Jens-Joris, et al.
Published: (2024)
by: Decorte, Jens-Joris, et al.
Published: (2024)
SCORE: Self-supervised Correspondence Fine-tuning for Improved Content Representations
by: Meghanani, Amit, et al.
Published: (2024)
by: Meghanani, Amit, et al.
Published: (2024)
Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech
by: Li, Yuxin, et al.
Published: (2025)
by: Li, Yuxin, et al.
Published: (2025)
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
by: Liu, Yihong, et al.
Published: (2026)
by: Liu, Yihong, et al.
Published: (2026)
Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
by: Zhao, Siyan, et al.
Published: (2026)
by: Zhao, Siyan, et al.
Published: (2026)
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)
Similar Items
-
AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations
by: Lian, Jiachen, et al.
Published: (2023) -
USAD: Universal Speech and Audio Representation via Distillation
by: Chang, Heng-Jui, et al.
Published: (2025) -
Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective
by: Liu, Alexander H., et al.
Published: (2024) -
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
by: Chang, Heng-Jui, et al.
Published: (2023) -
DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models
by: Chang, Heng-Jui, et al.
Published: (2024)