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Self-Supervised Learning

8,404 papers

Papers per year

12
19
682
1215
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Papers

Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms INTERSPEECH 2023
Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds INTERSPEECH 2023
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model INTERSPEECH 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling INTERSPEECH 2023
Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning INTERSPEECH 2023
Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22 INTERSPEECH 2023
On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning INTERSPEECH 2023
Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition INTERSPEECH 2023
CFTNet: Complex-valued Frequency Transformation Network for Speech Enhancement INTERSPEECH 2023
Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement INTERSPEECH 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss 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
Phonetic and Prosody-aware Self-supervised Learning Approach for Non-native Fluency Scoring INTERSPEECH 2023
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring INTERSPEECH 2023
Zero-Shot Automatic Pronunciation Assessment INTERSPEECH 2023
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio INTERSPEECH 2023
RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting INTERSPEECH 2023
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG INTERSPEECH 2023
Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers? INTERSPEECH 2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation INTERSPEECH 2023
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation INTERSPEECH 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition 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