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Self-Supervised Learning

8,255 papers

Papers per year

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Papers

Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition INTERSPEECH 2022
wav2vec2-based Speech Rating System for Children with Speech Sound Disorder INTERSPEECH 2022
MIM-DG: Mutual information minimization-based domain generalization for speaker verification INTERSPEECH 2022
EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification INTERSPEECH 2022
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? INTERSPEECH 2022
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism INTERSPEECH 2022
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation INTERSPEECH 2022
Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription INTERSPEECH 2022
Prompt-based Re-ranking Language Model for ASR INTERSPEECH 2022
Self-supervised Speaker Diarization INTERSPEECH 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning INTERSPEECH 2022
Non-contrastive self-supervised learning of utterance-level speech representations INTERSPEECH 2022
Barlow Twins self-supervised learning for robust speaker recognition INTERSPEECH 2022
MAESTRO: Matched Speech Text Representations through Modality Matching INTERSPEECH 2022
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition INTERSPEECH 2022
ATST: Audio Representation Learning with Teacher-Student Transformer INTERSPEECH 2022
Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition INTERSPEECH 2022
Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher INTERSPEECH 2022
Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations INTERSPEECH 2022
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification INTERSPEECH 2022
L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis INTERSPEECH 2022
End-to-end Mispronunciation Detection with Simulated Error Distance INTERSPEECH 2022
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates INTERSPEECH 2022
SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling INTERSPEECH 2022