Mohamed Nabih Ali

11 papers A 1Misc 2Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 Misc conf
EFL-PEFT: A communication Efficient Federated Learning framework using PEFT sparsification for ASR.
ICASSP
Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
2025 J jnl
MLMA: Towards Multilingual ASR With Mamba-based Architectures.
CoRR
Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
2024 J jnl
Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients.
CoRR
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2024 — conf
Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch.
ICASSP Workshops
George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti
2023 J jnl
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions.
Comput. Speech Lang.
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2023 J jnl
Improving the Intent Classification accuracy in Noisy Environment.
CoRR
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2023 J jnl
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet.
CoRR
Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti
2022 A conf
Enhancing Embeddings for Speech Classification in Noisy Conditions.
INTERSPEECH
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2022 J jnl
Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models.
Sensors
Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
2021 — conf
A Speech Enhancement Front-End for Intent Classification in Noisy Environments.
EUSIPCO
Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna
2020 Misc conf
Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis.
FRUCT
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna