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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection INTERSPEECH 2024
Frame-Wise Breath Detection with Self-Training: An Exploration of Enhancing Breath Naturalness in Text-to-Speech INTERSPEECH 2024
UNIQUE : Unsupervised Network for Integrated Speech Quality Evaluation INTERSPEECH 2024
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios INTERSPEECH 2024
Improving Multilingual Text-to-Speech with Mixture-of-Language-Experts and Accent Disentanglement INTERSPEECH 2024
Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models INTERSPEECH 2024
What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR INTERSPEECH 2024
Self-Supervised Learning for ASR Pre-Training with Uniquely Determined Target Labels and Controlling Cepstrum Truncation for Speech Augmentation INTERSPEECH 2024
MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations INTERSPEECH 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units INTERSPEECH 2024
Large Language Models for Dysfluency Detection in Stuttered Speech INTERSPEECH 2024
Self-Supervised Models for Phoneme Recognition: Applications in Children's Speech for Reading Learning INTERSPEECH 2024
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models INTERSPEECH 2024
Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024
Sample-efficient Adversarial Imitation Learning JMLR 2024
Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning JMLR 2024
Scaling Instruction-Finetuned Language Models JMLR 2024
Scaling Speech Technology to 1,000+ Languages JMLR 2024
Efficient imitation learning with conservative world models L4DC 2024
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024
DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision NAACL 2024
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems NAACL 2024