Research on pig sound recognition based on deep neural network and hidden Markov models

W Pan, H Li, X Zhou, J Jiao, C Zhu, Q Zhang - Sensors, 2024 - mdpi.com
In order to solve the problem of low recognition accuracy of traditional pig sound recognition
methods, deep neural network (DNN) and Hidden Markov Model (HMM) theory were used …

Special Issue on Acoustic Sensors and Their Applications (Vol. 1)

F Sattar, NB Puhan, R Fazel-Rezai - Sensors, 2023 - mdpi.com
Acoustic sensors have been in commercial use for more than 60 years. Acoustic sensing
technologies have been studied extensively, and the information, transmission, reception …

Aggregation Strategies of Wav2vec 2.0 Embeddings for Computational Paralinguistic Tasks

M Vetráb, G Gosztolya - International Conference on Speech and …, 2023 - Springer
Throughout the history of computational paralinguistics, numerous feature extraction,
preprocessing and classification techniques have been used. One of the important …