Francesco Paissan

ACM Trans. Embed. Comput. Syst., May, 2024

PaSTe: Improving the Efficiency of Visual Anomaly Detection at the Edge.

[BibT_eX]

[DOI]

CoRR, 2024

LMAC-TD: Producing Time Domain Explanations for Audio Classifiers.

[BibT_eX]

[DOI]

CoRR, 2024

Replay Consolidation with Label Propagation for Continual Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Latent Distillation for Continual Object Detection at the Edge.

[BibT_eX]

[DOI]

CoRR, 2024

Open-Source Conversational AI with SpeechBrain 1.0.

[BibT_eX]

[DOI]

CoRR, 2024

Listenable Maps for Zero-Shot Audio Classifiers.

[BibT_eX]

[DOI]

CoRR, 2024

SpeechBrain-MOABB: An open-source Python library for benchmarking deep neural networks applied to EEG signals.

[BibT_eX]

[DOI]

Davide Borra

Mirco Ravanelli

Comput. Biol. Medicine, 2024

An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

TinyVocos: Neural Vocoders on MCUs.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), Erlangen, Germany, September 30, 2024

Listenable Maps for Audio Classifiers.

[BibT_eX]

[DOI]

Mirco Ravanelli

Cem Subakan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

XiNet-pose: Extremely Lightweight Pose Detection for Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models.

[BibT_eX]

[DOI]

CoRR, 2023

Audio Editing with Non-Rigid Text Prompts.

[BibT_eX]

[DOI]

CoRR, 2023

Posthoc Interpretation via Quantization.

[BibT_eX]

[DOI]

Cem Subakan

Mirco Ravanelli

CoRR, 2023

Scaling strategies for on-device low-complexity source separation with Conv-Tasnet.

[BibT_eX]

[DOI]

CoRR, 2023

PhiNet-GAN: Bringing real-time face swapping to embedded devices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Improving latency performance trade-off in keyword spotting applications at the edge.

[BibT_eX]

[DOI]

Anisha Mohamed Sahabdeen

Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

XiNet: Efficient Neural Networks for tinyML.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

PhiNets: A Scalable Backbone for Low-power AI at the Edge.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., September, 2022

Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals.

[BibT_eX]

[DOI]

Velu Prabhakar Kumaravel

Proceedings of the IEEE Sensors Applications Symposium, 2022

On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Scalable Neural Architectures for End-to-End Environmental Sound Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimizing PhiNet architectures for the detection of urban sounds on low-end devices.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT.

[BibT_eX]

[DOI]

Massimo Gottardi