Erdrin Azemi

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

Interspeech (2) ICLR (1)

Top co-authors

Vasudha Kowtha (2) Vikramjit Mitra (2) Tien Dung Tran (1) Karan Thakkar (1) Hsiang-Yun Sherry Chien (1) Christopher Michael Sandino (1) Joseph Yitan Cheng (1) Carlos Avendano (1) Juri Minxha (1) Jon Huang (1)

Research topics

Deep Learning (3) Learning Types · Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Learning Types · Machine Learning (2) Healthcare & Medicine (1) Speech & Audio (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Recognition (1) Research (1)

Keywords

representation learning (1) multi-task learning (1) self-supervised learning (1) knowledge distillation (1) source-free domain adaptation (1) time series (1) pac-bayesian analysis (1) acoustic representation (1) heart rate estimation (1) foundation model (1) parameter-efficient fine-tuning (1) representation fusion (1) pretrained embedding (1) tucker decomposition (1) speech emotion recognition (1) speech emotion (1) valence estimation (1) emotion estimation (1) parameter subspace disentanglement (1)

Papers

Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement ICLR 2025 Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation Interspeech 2025 Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation Interspeech 2022