Clement Laroche

3 papers · 2020–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

Interspeech (2) NeurIPS (1)

Top co-authors

Riccardo Miccini (2) Friedemann Zenke (2) Tobias Piechowiak (2) Mattias Nilsson (2) Tianyi Zhang (1) Julian Rossbroich (1) Han Lin (1) Haoxian Chen (1) Krzysztof M Choromanski (1)

Research topics

Machine Learning (2) Deep Learning (1) Speech & Audio (1) Analysis (1) Application Areas (1) Architectures (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

speech quality prediction (2) variance reduction (1) kernel ridge regression (1) streaming inference (1) spiking neural network (1) edge device (1) concentration bound (1) sampling algorithm (1) quantization-aware training (1) event-driven processing (1) resource-efficient inference (1) binary activation map (1) model compression (1) orthogonal monte carlo (1)

Papers

Efficient Streaming Speech Quality Prediction with Spiking Neural Networks Interspeech 2025 Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps Interspeech 2024 Demystifying Orthogonal Monte Carlo and Beyond NeurIPS 2020