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Man-Wai Mak

21 papers · 2017–2025 · 3 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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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (41) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Gold 🐣 Hot Topic Early Bird
πŸ‘₯ Mega-Team Β· Squad ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (84)

Venues

Interspeech (19) EMNLP (1) ICML (1)

Top co-authors

Youzhi Tu (5) Zezhong Jin (5) Zhe Li (4) Kong Aik Lee (4) Helen Meng (4) Jen-Tzung Chien (4) Xiaoquan KE (3) Weiwei Lin (3) Zilong Huang (3) Chong-Xin Gan (2)

Research topics

Machine Learning (13) Speech & Audio (12) Deep Learning (9) Learning Types Β· Machine Learning (8) Recognition (8) Core Methods (7) Artificial Intelligence (6) Analysis (5) Application Areas (5) Architectures (4) Learning Types Β· Deep Learning (4) Healthcare & Medicine (3) Bayesian & Probabilistic (3) Clinical (3) Models (3)

Keywords

speaker verification (12) speaker embedding (5) domain adaptation (4) contrastive learning (3) representation learning (3) self-supervised learning (2) probabilistic linear discriminant analysis (2) mutual information (2) knowledge distillation (2) dementia detection (2) variational autoencoder (2) binary classification (1) uncertainty quantification (1) knowledge transfer (1) feature selection (1) domain generalization (1) probabilistic inference (1) automatic speech recognition (1) feature extraction (1) multi-task learning (1)

Papers

Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing Interspeech 2025 Disentangling Speaker and Content in Pre-trained Speech Models with Latent Diffusion for Robust Speaker Verification Interspeech 2025 IDIR: Identifying and Distilling Informative Relations for Speaker Verification Interspeech 2025 Leveraging Ordinal Information for Speech-based Depression Classification Interspeech 2025 Optimizing Pause Context in Fine-Tuning Pre-trained Large Language Models for Dementia Detection Interspeech 2025 The Sub-3Sec Problem: From Text-Independent to Text-Dependent Corpus Interspeech 2025 TrInk: Ink Generation with Transformer Network EMNLP 2025 Collaborative Contrastive Learning for Hypothesis Domain Adaptation Interspeech 2024 MM-NodeFormer: Node Transformer Multimodal Fusion for Emotion Recognition in Conversation Interspeech 2024 Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification Interspeech 2024 Self-Supervised Learning with Multi-Head Multi-Mode Knowledge Distillation for Speaker Verification Interspeech 2024 W-GVKT: Within-Global-View Knowledge Transfer for Speaker Verification Interspeech 2024 Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders Interspeech 2023 Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations ICML 2023 Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People Interspeech 2022 Mutual Information Enhanced Training for Speaker Embedding Interspeech 2021 Adversarial Separation and Adaptation Network for Far-Field Speaker Verification Interspeech 2020 Strategies for End-to-End Text-Independent Speaker Verification Interspeech 2020 Wav2Spk: A Simple DNN Architecture for Learning Speaker Embeddings from Waveforms Interspeech 2020 Variational Domain Adversarial Learning for Speaker Verification Interspeech 2019 i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification Interspeech 2017