Mohamed Nabih Ali

According to our database, Mohamed Nabih Ali authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

CoRR, 2024

Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch.

George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

Comput. Speech Lang., June, 2023

Improving the Intent Classification accuracy in Noisy Environment.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

CoRR, 2023

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

Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti

CoRR, 2023

2022

Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models.

Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti

Sensors, 2022

Enhancing Embeddings for Speech Classification in Noisy Conditions.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

A Speech Enhancement Front-End for Intent Classification in Noisy Environments.

Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis.

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna

Proceedings of the 27th Conference of Open Innovations Association, 2020