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Self-Supervised Learning

3,224 papers

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Papers

Unsupervised Single Document Abstractive Summarization using Semantic Units IJCNLP 2022
Independence-based Joint Dereverberation and Separation with Neural Source Model INTERSPEECH 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load INTERSPEECH 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
Learning neural audio features without supervision INTERSPEECH 2022
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition INTERSPEECH 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis INTERSPEECH 2022
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models INTERSPEECH 2022
Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy INTERSPEECH 2022
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches INTERSPEECH 2022
Probing phoneme, language and speaker information in unsupervised speech representations INTERSPEECH 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning INTERSPEECH 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification INTERSPEECH 2022
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
SVTS: Scalable Video-to-Speech Synthesis INTERSPEECH 2022
Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation INTERSPEECH 2022
Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals INTERSPEECH 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning INTERSPEECH 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation INTERSPEECH 2022
Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion INTERSPEECH 2022