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Self-Supervised Learning

8,405 papers

Papers per year

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19
682
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Papers

Exploiting Fine-tuning of Self-supervised Learning Models for Improving Bi-modal Sentiment Analysis and Emotion Recognition INTERSPEECH 2022
Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals INTERSPEECH 2022
CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR INTERSPEECH 2022
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition INTERSPEECH 2022
Robust Self-Supervised Audio-Visual Speech Recognition INTERSPEECH 2022
Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification INTERSPEECH 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
Pushing the limits of raw waveform speaker recognition INTERSPEECH 2022
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification INTERSPEECH 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale INTERSPEECH 2022
Couple learning for semi-supervised sound event detection INTERSPEECH 2022
MAE-AST: Masked Autoencoding Audio Spectrogram Transformer INTERSPEECH 2022
Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation INTERSPEECH 2022
Accent Conversion using Pre-trained Model and Synthesized Data from Voice Conversion INTERSPEECH 2022
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training INTERSPEECH 2022
Speech Pre-training with Acoustic Piece INTERSPEECH 2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training INTERSPEECH 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data INTERSPEECH 2022
PISA: PoIncaré Saliency-Aware Interpolative Augmentation INTERSPEECH 2022
SPLICEOUT: A Simple and Efficient Audio Augmentation Method INTERSPEECH 2022
Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion INTERSPEECH 2022
Toward Low-Cost End-to-End Spoken Language Understanding INTERSPEECH 2022
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification INTERSPEECH 2022
Does Audio Deepfake Detection Generalize? INTERSPEECH 2022