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audio representation

33 papers

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self-supervised learning (15) contrastive learning (7) cross-modal learning (3) transfer learning (3) unsupervised learning (3) self-supervised audio representation (2) contrastive language-audio pretraining (2) speech representation (2) speech embedding (2) masked autoencoder (2)

Papers

CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer Interspeech 2025 Contrastive Learning from Synthetic Audio Doppelgängers ICLR 2025 Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025 LightL2S: Ultra-Low Complexity Lip-to-Speech Synthesis for Multi-Speaker Scenarios Interspeech 2025 Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025 Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Interspeech 2024 Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners ICLR 2024 Neural Compression Augmentation for Contrastive Audio Representation Learning Interspeech 2024 Scaling up masked audio encoder learning for general audio classification Interspeech 2024 SPDER: Semiperiodic Damping-Enabled Object Representation ICLR 2024 What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024 AudioLDM: Text-to-Audio Generation with Latent Diffusion Models ICML 2023 BEATs: Audio Pre-Training with Acoustic Tokenizers ICML 2023 Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning Interspeech 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation NeurIPS 2023 Masked Audio Modeling with CLAP and Multi-Objective Learning Interspeech 2023 Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation Interspeech 2023 ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection Interspeech 2023 Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio Interspeech 2023 Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers Interspeech 2023 ATST: Audio Representation Learning with Teacher-Student Transformer Interspeech 2022 Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation CVPR 2022 Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Interspeech 2022 Towards Disentangled Speech Representations Interspeech 2022 Unsupervised Word Segmentation using K Nearest Neighbors Interspeech 2022