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1. Aggregation Strategies of Wav2vec 2.0 Embeddings for Computational Paralinguistic Tasks NSTL国家科技图书文献中心

Mercedes Vetrab |  Gabor Gosztolya -  《Speech and Computer: 25th International Conference, SPECOM 2023, Dharwad, India, November 29 - December 2, 2023, Proceedings, Part I》 -  International Conference on Speech and Computer - 2023, - 79~93 - 共15页

摘要:Throughout the history of computational paralinguistics, numerous feature extraction, preprocessing and classification techniques have been used. One of the important challenges in this subfield of sp...
关键词: Paralinguistics |  Wav2vec 2.0 |  Embeddings |  Aggregation

2. Using Spectral Sequence-to-Sequence Autoencoders to Assess Mild Cognitive Impairment NSTL国家科技图书文献中心

Mercedes Vetrab |  Jose Vicente Egas-Lo...... -  《ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Vol.9: Virtual Conference, 7-13 May 2022 and Singapore, 22-27 May 2022》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2022, - 6467~6471 - 共5页

摘要:Dementia is a chronic or progressive clinical syndrome, mainly characterized by the deterioration of memory, thinking, reasoning and language. In Mild cognitive impairment (MCI), often considered as t...
关键词: mild cognitive impairment |  dementia |  sequence-to-sequence autoencoders
NSTL主题词: Mild Cognitive Impairment

3. Investigating the Corpus Independence of the Bag-of-Audio-Words Approach NSTL国家科技图书文献中心

Mercedes Vetrab |  Gabor Gosztolya -  《Text, speech, and dialogue: 23rd international conference on text, speech, and dialogue (TSD 2020), September 8–11, 2020, Brno, Czech Republic》 -  International conference on text, speech, and dialogue - 2020, - 285~293 - 共9页

摘要:In this paper, we analyze the general use of the Bag-of-Audio-Words (BoAW) feature extraction method. This technique allows us to handle the problem of varying length recordings. The first step of the...
关键词: Emotion detection |  Bag-of-Audio-words |  Human voice |  Sound processing
检索条件作者:Mercedes Vetrab

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