Clement Laroche

According to our database, Clement Laroche authored at least 19 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Adaptive Slimming for Scalable and Efficient Speech Enhancement.

Riccardo Miccini, Minje Kim, Clément Laroche, Luca Pezzarossa, Paris Smaragdis

CoRR, July, 2025

Efficient Detection of Microplastics on Edge Devices With Tailored Compiler for TinyML Applications.

Alessandro Cerioli, Lorenzo Petrosino, Daniele Sasso, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Mario Merone, Luca Vollero, Anna Sabatini

IEEE Access, 2025

Neural Architecture Search for Efficient Mixed-Precision Quantization in Audio Denoising.

Alessandro Cerioli, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Martin Schoeberl

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

Scalable Speech Enhancement With Dynamic Channel Pruning.

Riccardo Miccini, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Comparing neural network architectures for non-intrusive speech quality prediction.

Leif Førland Schill, Tobias Piechowiak, Clément Laroche, Pejman Mowlaee

Speech Commun., 2024

Towards a tailored mixed-precision sub-8-bit quantization scheme for Gated Recurrent Units using Genetic Algorithms.

Riccardo Miccini, Alessandro Cerioli, Clément Laroche, Tobias Piechowiak, Jens Sparsø, Luca Pezzarossa

CoRR, 2024

NeuralCasting: A Front-End Compilation Infrastructure for Neural Networks.

Alessandro Cerioli, Riccardo Miccini, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Jens Sparsø, Martin Schoeberl

Proceedings of the 11th International Conference on Internet of Things: Systems, 2024

Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps.

Mattias Nilsson, Riccardo Miccini, Clement Laroche, Tobias Piechowiak, Friedemann Zenke

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

Dynamic nsNET2: Efficient Deep Noise Suppression with Early Exiting.

Riccardo Miccini, Alaa Zniber, Clément Laroche, Tobias Piechowiak, Martin Schoeberl, Luca Pezzarossa, Ouassim Karrakchou, Jens Sparsø, Mounir Ghogho

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms.

Angélica S. Z. Suárez, Clément Laroche, Line H. Clemmensen, Sneha Das

Proceedings of the IEEE International Conference on Acoustics, 2023

2020

An Implicit Representation of Swept Volumes based on Local Shapes and Movements.

Clément Laroche

CoRR, 2020

Demystifying Orthogonal Monte Carlo and Beyond.

Han Lin, Haoxian Chen, Krzysztof Marcin Choromanski, Tianyi Zhang, Clement Laroche

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Implicit representations of high-codimension varieties.

Ioannis Z. Emiris, Christos Konaxis, Clément Laroche

Comput. Aided Geom. Des., 2019

Implicitizing rational curves by the method of moving quadrics.

Laurent Busé, Clément Laroche, Fatmanur Yildirim

Comput. Aided Des., 2019

2018

Hybrid Projective Nonnegative Matrix Factorization With Drum Dictionaries for Harmonic/Percussive Source Separation.

Clement Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gaël Richard

IEEE ACM Trans. Audio Speech Lang. Process., 2018

2017

Matrix Representations by Means of Interpolation.

Ioannis Z. Emiris, Christos Konaxis, Ilias S. Kotsireas, Clément Laroche

Proceedings of the 2017 ACM on International Symposium on Symbolic and Algebraic Computation, 2017

Drum extraction in single channel audio signals using multi-layer Non negative Matrix Factor Deconvolution.

Clement Laroche, Hélène Papadopoulos, Matthieu Kowalski, Gaël Richard

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Genre Specific Dictionaries for Harmonic/Percussive Source Separation.

Clement Laroche, Hélène Papadopoulos, Matthieu Kowalski, Gaël Richard

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

A structured nonnegative matrix factorization for source separation.

Clement Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gaël Richard

Proceedings of the 23rd European Signal Processing Conference, 2015