Théo Mariotte

6 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🏆 Keyword Champion (3) 🌈 Renaissance Researcher (5)

Venues

Interspeech (5) NeurIPS (1)

Top co-authors

Silvio Montrésor (3) Anthony Larcher (3) Jean-Hugh Thomas (3) Marie Tahon (2) Antonio Almudévar (2) Alfonso Ortega (2) Gaël RICHARD (1) Eduardo Lleida (1) Martin Lebourdais (1) Adrien Cortés (1)

Research topics

Machine Learning (4) Core Methods (4) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Data Science & Analytics (1) Healthcare & Medicine (1) Mathematics & Optimization (1) Speech & Audio (1) Analysis (1) Methods (1) Optimization (1) Optimization & Theory (1) Research (1)

Keywords

speaker diarization (3) overlapped speech detection (3) voice activity detection (2) simulated annealing (1) prototype-based classification (1) multiple choice learning (1) latent representation (1) non-negative matrix factorization (1) microphone array (1) hypothesis space (1) speech segmentation (1) spatial audio (1) audio segmentation (1) prototypical learning (1) inter-class separability (1) disentangled embedding (1) ambiguous task (1) intra-class separation (1) self-attention mechanism (1) circular harmonics (1)

Papers

Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing NeurIPS 2024 ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings Interspeech 2024 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 Predefined Prototypes for Intra-Class Separation and Disentanglement Interspeech 2024 Multi-microphone Automatic Speech Segmentation in Meetings Based on Circular Harmonics Features Interspeech 2023 Microphone Array Channel Combination Algorithms for Overlapped Speech Detection Interspeech 2022