Reza Lotfian

4 papers · 2016–2022 · 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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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (4)

Top co-authors

Kye Taylor (2) Carlos Busso (2) Cristina Gorrostieta (2) John Kane (2) Minxue Niu (1) Mimansa Jaiswal (1) Matthew Roddy (1) Matthew Perez (1) Richard Brutti (1) Emily Mower Provost (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Core AI (2) Interdisciplinary (1) Speech & Audio (1) Analysis (1) Application Areas (1) Learning Types (1) Social (1)

Keywords

speech emotion recognition (2) preference learning (1) attention mechanism (1) probabilistic framework (1) bias mitigation (1) transformer language model (1) emotion classification (1) model accuracy (1) gender bia (1) paralinguistic feature (1) emotional activation (1) debiasing technique (1) categorical emotion (1) primary emotion (1) secondary emotion (1) silence representation (1) affective recognition (1) rank classifier (1) multi-task learning (1) emotional behavior (1)

Papers

Mind the gap: On the value of silence representations to lexical-based speech emotion recognition Interspeech 2022 Gender De-Biasing in Speech Emotion Recognition Interspeech 2019 Predicting Categorical Emotions by Jointly Learning Primary and Secondary Emotions through Multitask Learning Interspeech 2018 Retrieving Categorical Emotions Using a Probabilistic Framework to Define Preference Learning Samples Interspeech 2016