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Self-Supervised Learning

8,404 papers

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Papers

Language-universal Phonetic Encoder for Low-resource Speech Recognition INTERSPEECH 2023
Large Dataset Generation of Synchronized Music Audio and Lyrics at Scale using Teacher-Student Paradigm INTERSPEECH 2023
Enc-Dec RNN Acoustic Word Embeddings learned via Pairwise Prediction INTERSPEECH 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target INTERSPEECH 2023
A Novel Self-training Approach for Low-resource Speech Recognition INTERSPEECH 2023
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation INTERSPEECH 2023
Remixing-based Unsupervised Source Separation from Scratch INTERSPEECH 2023
Personalization for Robust Voice Pathology Detection in Sound Waves INTERSPEECH 2023
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH 2023
On the Benefits of Self-supervised Learned Speech Representations for Predicting Human Phonetic Misperceptions INTERSPEECH 2023
Speaker Embeddings as Individuality Proxy for Voice Stress Detection INTERSPEECH 2023
SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023
What are differences? Comparing DNN and Human by Their Performance and Characteristics in Speaker Age Estimation INTERSPEECH 2023
Implicit phonetic information modeling for speech emotion recognition INTERSPEECH 2023
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters INTERSPEECH 2023
Multi-Level Knowledge Distillation for Speech Emotion Recognition in Noisy Conditions INTERSPEECH 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model INTERSPEECH 2023
Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory INTERSPEECH 2023
Show & Tell: Voice Activity Projection and Turn-taking INTERSPEECH 2023
Exploiting Emotion Information in Speaker Embeddings for Expressive Text-to-Speech INTERSPEECH 2023
Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition INTERSPEECH 2023
UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR INTERSPEECH 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages INTERSPEECH 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
LanSER: Language-Model Supported Speech Emotion Recognition INTERSPEECH 2023