Tobias Piechowiak

According to our database, Tobias Piechowiak authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

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

2022

The Ventriloquist Effect is not Consistently Affected by Stimulus Realism^†.

Thirsa Huisman, Torsten Dau, Tobias Piechowiak, Ewen N. MacDonald

J. Percept. Imaging, February, 2022