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Self-Supervised Learning

3,224 papers

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Papers

Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023
Confidence-based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery IJCAI 2023
Speech Synthesis with Self-Supervisedly Learnt Prosodic Representations INTERSPEECH 2023
Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus INTERSPEECH 2023
Comparing Self-Supervised Pre-Training and Semi-Supervised Training for Speech Recognition in Languages with Weak Language Models INTERSPEECH 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling INTERSPEECH 2023
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark INTERSPEECH 2023
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023
Zero-Shot Automatic Pronunciation Assessment INTERSPEECH 2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition INTERSPEECH 2023
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning INTERSPEECH 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model INTERSPEECH 2023
pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe INTERSPEECH 2023
Show & Tell: Voice Activity Projection and Turn-taking INTERSPEECH 2023
Voice Conversion With Just Nearest Neighbors INTERSPEECH 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap INTERSPEECH 2023
Audio Retrieval with WavText5K and CLAP Training INTERSPEECH 2023
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning INTERSPEECH 2023
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering INTERSPEECH 2023
UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data INTERSPEECH 2023
On the robustness of wav2vec 2.0 based speaker recognition systems INTERSPEECH 2023
Exploration on HuBERT with Multiple Resolution INTERSPEECH 2023
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters INTERSPEECH 2023
Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism INTERSPEECH 2023
Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset INTERSPEECH 2023