Search Results for author: Andrea Carmantini

Found 2 papers, 0 papers with code

Phonetic Error Analysis of Raw Waveform Acoustic Models with Parametric and Non-Parametric CNNs

no code implementations2 Jun 2024 Erfan Loweimi, Andrea Carmantini, Peter Bell, Steve Renals, Zoran Cvetkovic

Our raw waveform acoustic models consists of parametric (Sinc2Net) or non-parametric CNNs and Bidirectional LSTMs, achieving down to 13. 7%/15. 2% PERs on TIMIT Dev/Test sets, outperforming reported PERs for raw waveform models in the literature.

Transfer Learning

The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR

no code implementations31 Mar 2023 Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell

Although the great many advances in English automatic speech recognition (ASR) over the past decades, results are usually reported based on test datasets which fail to represent the diversity of English as spoken today around the globe.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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