Francesco Paissan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Fine Grained Categorization

Source Separation

Top Venues

PerCom Workshops

ACM Trans. Embed. Comput. Syst.

Publications

Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
XiNet-pose: Extremely Lightweight Pose Detection for Microcontrollers. DATE (2024)
Francesco Paissan, Luca Della Libera, Mirco Ravanelli, Cem Subakan
Listenable Maps for Zero-Shot Audio Classifiers. CoRR (2024)
Francesco Paissan, Mirco Ravanelli, Cem Subakan
Listenable Maps for Audio Classifiers. CoRR (2024)
Matteo Tremonti, Davide Dalle Pezze, Francesco Paissan, Elisabetta Farella, Gian Antonio Susto
An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning. PerCom Workshops (2024)
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
XimSwap: Many-to-Many Face Swapping for TinyML. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
Open-Source Conversational AI with SpeechBrain 1.0. CoRR (2024)
Cem Subakan, Francesco Paissan, Mirco Ravanelli
Posthoc Interpretation via Quantization. CoRR (2023)
Francesco Paissan, Zhepei Wang, Mirco Ravanelli, Paris Smaragdis, Cem Subakan
Audio Editing with Non-Rigid Text Prompts. CoRR (2023)
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
PhiNet-GAN: Bringing real-time face swapping to embedded devices. PerCom Workshops (2023)
Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR (2023)
Francesco Paissan, Elisabetta Farella
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models. CoRR (2023)
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
XiNet: Efficient Neural Networks for tinyML. ICCV (2023)
Francesco Paissan, Anisha Mohamed Sahabdeen, Alberto Ancilotto, Elisabetta Farella
Improving latency performance trade-off in keyword spotting applications at the edge. IWASI (2023)
Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella
Scalable Neural Architectures for End-to-End Environmental Sound Classification. ICASSP (2022)
Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. EUSIPCO (2022)
Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE (2022)
Francesco Paissan, Velu Prabhakar Kumaravel, Elisabetta Farella
Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals. SAS (2022)
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge. PerCom Workshops (2022)
Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
PhiNets: A Scalable Backbone for Low-power AI at the Edge. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Francesco Paissan, Massimo Gottardi, Elisabetta Farella
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT. CoRR (2021)
Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
PhiNets: a scalable backbone for low-power AI at the edge. CoRR (2021)
Francesco Paissan, Gianmarco Cerutti, Massimo Gottardi, Elisabetta Farella
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor. IWASI (2019)