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HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.
Triantafyllopoulos A, Kathan A, Baird A, Christ L, Gebhard A, Gerczuk M, Karas V, Hübner T, Jing X, Liu S, Mallol-Ragolta A, Milling M, Ottl S, Semertzidou A, Rajamani ST, Yan T, Yang Z, Dineley J, Amiriparian S, Bartl-Pokorny KD, Batliner A, Pokorny FB, Schuller BW. Triantafyllopoulos A, et al. Among authors: liu s. Front Digit Health. 2023 Sep 12;5:1196079. doi: 10.3389/fdgth.2023.1196079. eCollection 2023. Front Digit Health. 2023. PMID: 37767523 Free PMC article. Review.
Audio self-supervised learning: A survey.
Liu S, Mallol-Ragolta A, Parada-Cabaleiro E, Qian K, Jing X, Kathan A, Hu B, Schuller BW. Liu S, et al. Patterns (N Y). 2022 Dec 9;3(12):100616. doi: 10.1016/j.patter.2022.100616. eCollection 2022 Dec 9. Patterns (N Y). 2022. PMID: 36569546 Free PMC article. Review.
Computer Audition for Fighting the SARS-CoV-2 Corona Crisis-Introducing the Multitask Speech Corpus for COVID-19.
Qian K, Schmitt M, Zheng H, Koike T, Han J, Liu J, Ji W, Duan J, Song M, Yang Z, Ren Z, Liu S, Zhang Z, Yamamoto Y, Schuller BW. Qian K, et al. Among authors: liu j, liu s. IEEE Internet Things J. 2021 Mar 22;8(21):16035-16046. doi: 10.1109/JIOT.2021.3067605. eCollection 2021 Nov 1. IEEE Internet Things J. 2021. PMID: 35782182 Free PMC article.
Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder.
Liu S, Han J, Puyal EL, Kontaxis S, Sun S, Locatelli P, Dineley J, Pokorny FB, Costa GD, Leocani L, Guerrero AI, Nos C, Zabalza A, Sørensen PS, Buron M, Magyari M, Ranjan Y, Rashid Z, Conde P, Stewart C, Folarin AA, Dobson RJ, Bailón R, Vairavan S, Cummins N, Narayan VA, Hotopf M, Comi G, Schuller B, Consortium RC. Liu S, et al. Pattern Recognit. 2022 Mar;123:108403. doi: 10.1016/j.patcog.2021.108403. Epub 2021 Oct 26. Pattern Recognit. 2022. PMID: 34720200 Free PMC article.
The Filtering Effect of Face Masks in their Detection from Speech.
Mallol-Ragolta A, Liu S, Schuller BW. Mallol-Ragolta A, et al. Among authors: liu s. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:2079-2082. doi: 10.1109/EMBC46164.2021.9630634. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891698
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