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Jiaxin Tan

3 papers · 2024–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (3)

Top co-authors

Yanxiong Li (3) Yongjie Si (3) Qianhua He (3) Jialong Li (2) Guoqing Chen (1) Il-Youp Kwak (1)

Research topics

Machine Learning (3) Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Techniques (1)

Keywords

few-shot learning (2) class-incremental learning (2) audio classification (2) knowledge distillation (1) data augmentation (1) ridge regression (1) embedding extractor (1) parallel attention (1) model efficiency (1) acoustic scene classification (1) audio spectrogram transformer (1) embedding learning (1) prototype learning (1)

Papers

Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier Interspeech 2025 Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor Interspeech 2024 Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network Interspeech 2024