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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

MOSLight: A Lightweight Data-Efficient System for Non-Intrusive Speech Quality Assessment INTERSPEECH 2023
What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers INTERSPEECH 2023
Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches INTERSPEECH 2023
North Sámi Dialect Identification with Self-supervised Speech Models INTERSPEECH 2023
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice INTERSPEECH 2023
Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023
wav2vec 2.0 ASR for Cantonese-Speaking Older Adults in a Clinical Setting INTERSPEECH 2023
Biased Self-supervised Learning for ASR INTERSPEECH 2023
MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition INTERSPEECH 2023
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations INTERSPEECH 2023
HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer INTERSPEECH 2023
You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023
Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset INTERSPEECH 2023
Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism INTERSPEECH 2023
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters INTERSPEECH 2023
Exploration on HuBERT with Multiple Resolution INTERSPEECH 2023
On the robustness of wav2vec 2.0 based speaker recognition systems INTERSPEECH 2023
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering INTERSPEECH 2023
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning INTERSPEECH 2023
Audio Retrieval with WavText5K and CLAP Training INTERSPEECH 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap INTERSPEECH 2023
Voice Conversion With Just Nearest Neighbors INTERSPEECH 2023
Show & Tell: Voice Activity Projection and Turn-taking INTERSPEECH 2023
pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe INTERSPEECH 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model INTERSPEECH 2023