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Influence of ASR and Language Model on Alzheimer's Disease Detection
Joan Codina-Filbà, Guillermo Cámbara, Jordi Luque +1
Alzheimer's Disease is the most common form of dementia. Automatic detection from speech could help to identify symptoms at early stages, so that preventive actions can be carried…
English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System
Guillermo Cámbara, Alex Peiró-Lilja, Mireia Farrús +1
Nowadays, research in speech technologies has gotten a lot out thanks to recently created public domain corpora that contain thousands of recording hours. These large amounts of da…
Efficient Keyword Spotting by capturing long-range interactions with Temporal Lambda Networks
Biel Tura, Santiago Escuder, Ferran Diego +2
Models based on attention mechanisms have shown unprecedented speech recognition performance. However, they are computationally expensive and unnecessarily complex for keyword spot…
BCN2BRNO: ASR System Fusion for Albayzin 2020 Speech to Text Challenge
Martin Kocour, Guillermo Cámbara, Jordi Luque +5
This paper describes joint effort of BUT and Telefónica Research on development of Automatic Speech Recognition systems for Albayzin 2020 Challenge. We compare approaches based on…