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Self-Supervised Learning

8,255 papers

Papers per year

12
17
663
1205
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Papers

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
Word Discovery in Visually Grounded, Self-Supervised Speech Models INTERSPEECH 2022
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion INTERSPEECH 2022
Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection INTERSPEECH 2022
Karaoker: Alignment-free singing voice synthesis with speech training data INTERSPEECH 2022
Reducing Domain mismatch in Self-supervised speech pre-training INTERSPEECH 2022
FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition INTERSPEECH 2022
ESSumm: Extractive Speech Summarization from Untranscribed Meeting INTERSPEECH 2022
Exploring representation learning for small-footprint keyword spotting INTERSPEECH 2022
Impairment Representation Learning for Speech Quality Assessment INTERSPEECH 2022
ASR Error Detection via Audio-Transcript entailment INTERSPEECH 2022
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History INTERSPEECH 2022
Unsupervised Data Selection via Discrete Speech Representation for ASR INTERSPEECH 2022
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing INTERSPEECH 2022
Joint Encoder-Decoder Self-Supervised Pre-training for ASR INTERSPEECH 2022
Two-Pass Low Latency End-to-End Spoken Language Understanding INTERSPEECH 2022
ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments INTERSPEECH 2022
Semi-supervised Acoustic and Language Modeling for Hindi ASR INTERSPEECH 2022
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation INTERSPEECH 2022
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 INTERSPEECH 2022
Phonetic Analysis of Self-supervised Representations of English Speech INTERSPEECH 2022
On Combining Global and Localized Self-Supervised Models of Speech INTERSPEECH 2022