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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation INTERSPEECH 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw INTERSPEECH 2021
Aligned Contrastive Predictive Coding INTERSPEECH 2021
Neural Text Denormalization for Speech Transcripts INTERSPEECH 2021
Scaling Effect of Self-Supervised Speech Models INTERSPEECH 2021
Personalized PercepNet: Real-Time, Low-Complexity Target Voice Separation and Enhancement INTERSPEECH 2021
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021
An Attribute-Aligned Strategy for Learning Speech Representation INTERSPEECH 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech INTERSPEECH 2021
Self-Supervised End-to-End ASR for Low Resource L2 Swedish INTERSPEECH 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech INTERSPEECH 2021
Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning INTERSPEECH 2021
Exploring wav2vec 2.0 on Speaker Verification and Language Identification INTERSPEECH 2021
Self-Supervised Phonotactic Representations for Language Identification INTERSPEECH 2021
Towards Unsupervised Phone and Word Segmentation Using Self-Supervised Vector-Quantized Neural Networks INTERSPEECH 2021
Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning INTERSPEECH 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing INTERSPEECH 2021
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 INTERSPEECH 2021
The Zero Resource Speech Challenge 2021: Spoken Language Modelling INTERSPEECH 2021
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos INTERSPEECH 2021
Cross-Lingual Voice Conversion with Disentangled Universal Linguistic Representations INTERSPEECH 2021
On the Design of Deep Priors for Unsupervised Audio Restoration INTERSPEECH 2021
SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction INTERSPEECH 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation INTERSPEECH 2021