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Clément Laroche

A structured nonnegative matrix factorization for source separation
2015 · Clement Laroche, Matthieu Kowalski, et al. · European Signal Processing Conference (EUSIPCO) · 13
Hybrid Projective Nonnegative Matrix Factorization With Drum Dictionaries for Harmonic/Percussive Source Separation
2018 · Clement Laroche, Matthieu Kowalski, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 11
Drum extraction in single channel audio signals using multi-layer Non negative Matrix Factor Deconvolution
2017 · Clement Laroche, Helene Papadopoulos, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 10
Dynamic nsNET2: Efficient Deep Noise Suppression with Early Exiting
2023 · Riccardo Miccini, Alaa Zniber, et al. · Machine learning for signal processing ... · 7
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Scalable Speech Enhancement With Dynamic Channel Pruning
2025 · Riccardo Miccini, Clément Laroche, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 5
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Demystifying Orthogonal Monte Carlo and Beyond
2020 · Lin, Han, Chen, Haoxian, et al. · arXiv (Cornell University) · 5
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NeuralCasting: A Front-End Compilation Infrastructure for Neural Networks
2024 · Alessandro Cerioli, Riccardo Miccini, et al. · International Conference on Internet of Things: Systems, Management and Security (IOTSMS) · 3
Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps
2024 · Mattias Nilsson, Riccardo Miccini, et al. · Interspeech (USB) · 2
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Comparing neural network architectures for non-intrusive speech quality prediction
2024 · Leif Førland Schill, Tobias Piechowiak, et al. · Speech Communication · 2
Adaptive Slimming for Scalable and Efficient Speech Enhancement
2025 · Riccardo Miccini, Minje Kim, et al. · IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) · 1
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Efficient Streaming Speech Quality Prediction with Spiking Neural Networks
2025 · Mattias Nilsson, Riccardo Miccini, et al. · Interspeech (USB) · 1
Time-Predictable Deep Noise Suppression on an Edge Device
2025 · Alessandro Cerioli, Tórur Biskopstø Strøm, et al. · IEEE International Symposium on Real-Time Distributed Computing (ISORC) · 1
Neural Architecture Search for Efficient Mixed-Precision Quantization in Audio Denoising
2025 · Alessandro Cerioli, Clément Laroche, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 1
Towards a tailored mixed-precision sub-8-bit quantization scheme for Gated Recurrent Units using Genetic Algorithms
2024 · Miccini, Riccardo, Cerioli, Alessandro, et al. · arXiv (Cornell University) · 1
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On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms
2023 · Angélica S. Z. Suárez, Clément Laroche, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Genre Specific Dictionaries For Harmonic/Percussive Source Separation.
2016 · Laroche, Clement, Papadopoulos, Hélène, et al. · HAL · 1
Realizing Low-Precision Storage and Sparse Execution in a Folded FPGA Speech Enhancer
2026 · Laroche, Clément · arXiv (Cornell University)
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Does per-frame early exit pay? A compute-matched study of dynamic depth for on-device speech enhancement
2026 · Laroche, Clément, Miccini, Riccardo · arXiv (Cornell University)
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Beyond Model Size: Redesigning LiSenNet for embedded speech enhancement
2026 · Laroche, Clément, Olsson, Rasmus Kongsgaard · arXiv (Cornell University)
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Deployment of Quantized Deep Noise Suppression on Real-Time Edge Platforms
2026 · Alessandro Cerioli, Tórur Biskopstø Strøm, et al. · IEEE International Symposium on Real-Time Distributed Computing (ISORC)
From Diet to Free Lunch: Estimating Auxiliary Signal Properties Using Dynamic Pruning Masks in Speech Enhancement Networks
2026 · Riccardo Miccini, Clément Laroche, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
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Méthode Structurée de décomposition en matrices non- négatives appliquéè a la séparation de sources audio
2015 · Laroche, Clément, Kowalski, Matthieu, et al. · HAL
Works count: 22
Citation count: 65
H-index: 5
I10-index: 3
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