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Representation Learning

20,822 papers

Papers per year

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Papers

Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features INTERSPEECH 2024
Unified Audio Visual Cues for Target Speaker Extraction INTERSPEECH 2024
HybridVC: Efficient Voice Style Conversion with Text and Audio Prompts INTERSPEECH 2024
Accent Conversion with Articulatory Representations INTERSPEECH 2024
PitchFlow: adding pitch control to a Flow-matching based TTS model INTERSPEECH 2024
Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example INTERSPEECH 2024
Optimizing Large-Scale Context Retrieval for End-to-End ASR INTERSPEECH 2024
Self-Supervised Speech Representations are More Phonetic than Semantic INTERSPEECH 2024
Are Articulatory Feature Overlaps Shrouded in Speech Embeddings? INTERSPEECH 2024
Searching for Structure: Appraising the Organisation of Speech Features in wav2vec 2.0 Embeddings INTERSPEECH 2024
Prompt Link Multimodal Fusion in Multimodal Sentiment Analysis INTERSPEECH 2024
A multimodal analysis of different types of laughter expression in conversational dialogues INTERSPEECH 2024
A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition INTERSPEECH 2024
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition INTERSPEECH 2024
Self-Supervised Speaker Verification with Mini-Batch Prediction Correction INTERSPEECH 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024
Personalized Speech Enhancement Without a Separate Speaker Embedding Model INTERSPEECH 2024
Bilingual and Code-switching TTS Enhanced with Denoising Diffusion Model and GAN INTERSPEECH 2024
RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios INTERSPEECH 2024
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation INTERSPEECH 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
GPA: Global and Prototype Alignment for Audio-Text Retrieval INTERSPEECH 2024
Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024
On Sufficient Graphical Models JMLR 2024