Zobrazeno 1 - 10
of 695
pro vyhledávání: '"mel-spectrogram"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract In human–computer interaction systems, speech emotion recognition (SER) plays a crucial role because it enables computers to understand and react to users’ emotions. In the past, SER has significantly emphasised acoustic properties extra
Externí odkaz:
https://doaj.org/article/9268ea02b9f3401788ebd324becb9253
Publikováno v:
Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 8, Pp 102200- (2024)
Lung auscultation is essential for early lung condition detection. Categorizing adventitious lung sounds requires expert discrimination by medical specialists. This paper details the features of LungNeXt, a novel classification model specifically des
Externí odkaz:
https://doaj.org/article/7d98aeab27ff4b39a112013d9184116b
Autor:
Dar, Muzaffar Ahmad a, Pushparaj, Jagalingam b, ⁎
Publikováno v:
In Applied Acoustics 1 March 2025 231
Publikováno v:
In Engineering Applications of Artificial Intelligence 1 February 2025 141
Autor:
Hafiz Ghulam Murtza Qamar, Muhammad Farrukh Qureshi, Zohaib Mushtaq, Zubariah Zubariah, Muhammad Zia ur Rehman, Nagwan Abdel Samee, Noha F. Mahmoud, Yeong Hyeon Gu, Mohammed A. Al-masni
Publikováno v:
Mathematical Biosciences and Engineering, Vol 21, Iss 4, Pp 5712-5734 (2024)
This research introduces a novel dual-pathway convolutional neural network (DP-CNN) architecture tailored for robust performance in Log-Mel spectrogram image analysis derived from raw multichannel electromyography signals. The primary objective is to
Externí odkaz:
https://doaj.org/article/9d76c19912c04629a23aa47278da8f07
Publikováno v:
Applied Sciences, Vol 14, Iss 22, p 10284 (2024)
Emotion recognition by social robots is a serious challenge because sometimes people also do not cope with it. It is important to use information about emotions from all possible sources: facial expression, speech, or reactions occurring in the body.
Externí odkaz:
https://doaj.org/article/b5b1fcc973784320aa4a6323cbd32417
Autor:
Shen, Jiakun a, b, Zhang, Xueshuai a, b, ⁎, Lu, Yu c, Ye, Pengfei d, Zhang, Pengyuan a, b, Yan, Yonghong a, b
Publikováno v:
In Computers in Biology and Medicine September 2024 179
Publikováno v:
Tehnički Vjesnik, Vol 31, Iss 6, Pp 2036-2044 (2024)
This study presents a unique methodology for dementia classification that harnesses voice data and integrates transfer learning, feature selection, and attention-based visualization. We examined two deep learning input techniques: one consolidating t
Externí odkaz:
https://doaj.org/article/00e2ed6492f242639e2c065c99fc0505
Autor:
Samson Akinpelu, Serestina Viriri
Publikováno v:
IEEE Access, Vol 12, Pp 152152-152182 (2024)
The intricate landscape of speech emotion classification poses a captivating yet challenging realm due to emotions being fundamental to human communication. In recent years, deep learning frameworks have emerged as powerful tools, shedding light on t
Externí odkaz:
https://doaj.org/article/23536bc7622545b5b5a80a535140fede
Publikováno v:
IEEE Access, Vol 12, Pp 148405-148421 (2024)
Honeybees play a vital role in preservation of an healthy environment. Bees not only provide pollination services but also produce honey, beeswax, and royal jelly. Beekeeping has a rich history and substantial economic potential worldwide, but swarmi
Externí odkaz:
https://doaj.org/article/4d5b3606579f4daba440159402f96378