Tiago Falk

3 papers · 2018–2020 · 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 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ICML (2) Interspeech (1)

Top co-authors

Isabela Albuquerque (2) Joao Monteiro (2) Anderson R. Avila (1) Thang Doan (1) Md Jahangir Alam (1) R Devon Hjelm (1) Jahangir Alam (1) Douglas O'Shaughnessy (1) Breandan Considine (1) Ioannis Mitliagkas (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Speech & Audio (1) Core Methods (1) Learning Types · Deep Learning (1) Models (1) Optimization (1) Synthesis (1)

Keywords

metric learning (1) embedding learning (1) likelihood ratio (1) multi-objective optimization (1) loss function (1) generative adversarial network (1) perceptual quality (1) speech emotion recognition (1) sample quality (1) hypervolume maximization (1) objective measure (1) verification problem (1) background noise (1) speech quality measure (1)

Papers

An end-to-end approach for the verification problem: learning the right distance ICML 2020 Multi-objective training of Generative Adversarial Networks with multiple discriminators ICML 2019 Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition Interspeech 2018