Stephen Shum

3 papers · 2020–2024 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

Interspeech (3)

Top co-authors

Takuya Higuchi (2) Saurabh Adya (1) Áine Cahill (1) Ahmed Hussen Abdelaziz (1) Tatiana Likhomanenko (1) Ahmed Tewfik (1) Filip Granqvist (1) Prateeth Nayak (1) Rogier van Dalen (1) Chandra Dhir (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (1) Speech & Audio (1) Analysis (1) Core Methods (1) Learning Paradigms (1) Learning Types (1)

Keywords

speaker verification (2) federated learning (1) differential privacy (1) metric learning (1) multi-task learning (1) self-supervised learning (1) knowledge distillation (1) privacy-preserving learning (1) speaker recognition (1) data efficiency (1) parameter efficiency (1) similarity score (1) downstream model simplification (1) voice trigger detection (1) model compression (1) personalized embedding (1)

Papers

Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? Interspeech 2024 Improving Voice Trigger Detection with Metric Learning Interspeech 2022 Improving On-Device Speaker Verification Using Federated Learning with Privacy Interspeech 2020