Melvin McInnis

4 papers · 2016–2023 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (4)

Top co-authors

Emily Mower Provost (4) Soheil Khorram (3) John Gideon (2) Mimansa Jaiswal (2) Zakaria Aldeneh (1) Amrit Romana (1) Minxue Niu (1) Dimitrios Dimitriadis (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Computer Vision (1) Deep Learning (1) Speech & Audio (1) Analysis (1) Architectures (1) Domain-Specific (1)

Keywords

speech analysis (2) bipolar disorder (2) mood detection (2) emotion recognition (2) affective computing (1) convolutional network (1) temporal dependency (1) mobile health (1) continuous emotion recognition (1) dilated convolution (1) long-term temporal dependency (1) depression recognition (1) mood classification (1) temporal modeling (1) person-specific model (1) speech processing (1) multimodal learning (1) speech acoustics (1)

Papers

Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder Interspeech 2023 The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild Interspeech 2018 Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition Interspeech 2017 Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge Interspeech 2016