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Self-Supervised Learning

8,255 papers

Papers per year

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Papers

Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer INTERSPEECH 2022
Automatic Prosody Evaluation of L2 English Read Speech in Reference to Accent Dictionary with Transformer Encoder INTERSPEECH 2022
Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment INTERSPEECH 2022
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings INTERSPEECH 2022
The ZevoMOS entry to VoiceMOS Challenge 2022 INTERSPEECH 2022
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 INTERSPEECH 2022
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores INTERSPEECH 2022
Language Model-Based Emotion Prediction Methods for Emotional Speech Synthesis Systems INTERSPEECH 2022
Unsupervised Word Segmentation using K Nearest Neighbors INTERSPEECH 2022
Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation INTERSPEECH 2022
Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network INTERSPEECH 2022
Training speaker recognition systems with limited data INTERSPEECH 2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction INTERSPEECH 2022
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT INTERSPEECH 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device INTERSPEECH 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR INTERSPEECH 2022
Comparison of Unsupervised Learning and Supervised Learning with Noisy Labels for Low-Resource Speech Recognition INTERSPEECH 2022
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR INTERSPEECH 2022
Self supervised learning for robust voice cloning INTERSPEECH 2022
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables INTERSPEECH 2022
Wav2Vec-Aug: Improved self-supervised training with limited data INTERSPEECH 2022
Autoregressive Co-Training for Learning Discrete Speech Representation INTERSPEECH 2022
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks INTERSPEECH 2022
Overlapped speech and gender detection with WavLM pre-trained features INTERSPEECH 2022
Membership Inference Attacks Against Self-supervised Speech Models INTERSPEECH 2022