Search Results for author: Alberto Gil C. P. Ramos

Found 5 papers, 1 papers with code

Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement

no code implementations8 Nov 2022 Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Sourav Bhattacharya

Personalised speech enhancement (PSE), which extracts only the speech of a target user and removes everything else from a recorded audio clip, can potentially improve users' experiences of audio AI modules deployed in the wild.

Speech Enhancement

The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms

no code implementations11 Feb 2021 Lorena Qendro, Jagmohan Chauhan, Alberto Gil C. P. Ramos, Cecilia Mascolo

To meet the energy and latency requirements of these embedded platforms the framework is built from the ground up to provide predictive uncertainty based only on one forward pass and a negligible amount of additional matrix multiplications with theoretically proven correctness.


Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems

no code implementations11 Aug 2020 Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane

LPCNet is an efficient vocoder that combines linear prediction and deep neural network modules to keep the computational complexity low.

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