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Self-Supervised Learning

8,405 papers

Papers per year

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Papers

Self-Supervised Learning with Multi-Head Multi-Mode Knowledge Distillation for Speaker Verification INTERSPEECH 2024
Robust Laughter Segmentation with Automatic Diverse Data Synthesis INTERSPEECH 2024
Towards generalisable and calibrated audio deepfake detection with self-supervised representations INTERSPEECH 2024
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
Random Forest Weighted Local Fréchet Regression with Random Objects 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