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Self-Supervised Learning

8,255 papers

Papers per year

Papers

AI-Olympics: Exploring the Generalization of Agents through Open Competitions IJCAI 2024
Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset IJCAI 2024
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation INTERSPEECH 2024
YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation INTERSPEECH 2024
Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models INTERSPEECH 2024
Improving Audio Classification with Low-Sampled Microphone Input: An Empirical Study Using Model Self-Distillation INTERSPEECH 2024
Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures INTERSPEECH 2024
DualVC 3: Leveraging Language Model Generated Pseudo Context for End-to-end Low Latency Streaming Voice Conversion INTERSPEECH 2024
CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting INTERSPEECH 2024
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition INTERSPEECH 2024
Towards EMG-to-Speech with Necklace Form Factor INTERSPEECH 2024
Scaling up masked audio encoder learning for general audio classification INTERSPEECH 2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection INTERSPEECH 2024
Sound Event Bounding Boxes INTERSPEECH 2024
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech INTERSPEECH 2024
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement INTERSPEECH 2024
Factor-Conditioned Speaking-Style Captioning INTERSPEECH 2024
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding INTERSPEECH 2024
Lightweight Audio Segmentation for Long-form Speech Translation INTERSPEECH 2024
A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach INTERSPEECH 2024
CreakVC: a voice conversion tool for modulating creaky voice INTERSPEECH 2024
Confidence-aware Hypothesis Transfer Networks for Source-Free Cross-Corpus Speech Emotion Recognition INTERSPEECH 2024
An Effective Local Prototypical Mapping Network for Speech Emotion Recognition INTERSPEECH 2024