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Audio Classification with Skyrmion Reservoirs
Advanced Intelligent Systems, 2023 Physical reservoir computing is a computational paradigm that enables spatiotemporal pattern recognition to be performed directly in matter. The use of physical matter leads the way toward energy‐efficient devices capable of solving machine learning ...
Robin Msiska +4 more
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A Survey of Audio Classification Using Deep Learning
IEEE Access, 2023 Deep learning can be used for audio signal classification in a variety of ways. It can be used to detect and classify various types of audio signals such as speech, music, and environmental sounds.
Khalid Zaman +3 more
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Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks [PDF]
SensorsSound classification plays a crucial role in enhancing the interpretation, analysis, and use of acoustic data, leading to a wide range of practical applications, of which environmental sound analysis is one of the most important.
Andrés Eduardo Castro-Ospina +4 more
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Open Set Audio Classification Using Autoencoders Trained on Few Data [PDF]
Sensors, 2020 Open-set recognition (OSR) is a challenging machine learning problem that appears when classifiers are faced with test instances from classes not seen during training.
Javier Naranjo-Alcazar +4 more
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An Ensemble of Convolutional Neural Networks for Audio Classification
Applied Sciences, 2021 Research in sound classification and recognition is rapidly advancing in the field of pattern recognition. One important area in this field is environmental sound recognition, whether it concerns the identification of endangered species in different ...
Loris Nanni +3 more
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A Physiologically Inspired Method for Audio Classification [PDF]
EURASIP Journal on Advances in Signal Processing, 2005 We explore the use of physiologically inspired auditory features with both physiologically motivated and statistical audio classification methods. We use features derived from a biophysically defensible model of the early auditory system for audio ...
David V. Anderson +2 more
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Automatic Video Classification: A Review [PDF]
EAI Endorsed Transactions on Creative Technologies, 2020 INTRODUCTION: In last few years number of internet users and available bandwidth has been increased exponentially.The availability of internet with such a low cost is making audiovisual content a more popular and easier form ofinformation exchange.
Pooja Rani, Jaspreet Kaur, Sahil Kaswan
doaj +1 more source
Multi-View Audio And Music Classification [PDF]
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 Accepted to ICASSP ...
Huy Phan +6 more
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Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks.
International Journal of Interactive Multimedia and Artificial Intelligence, 2021 Motivic pattern classification from music audio recordings is a challenging task. More so in the case of a cappella flamenco cantes, characterized by complex melodic variations, pitch instability, timbre changes, extreme vibrato oscillations, microtonal
Aitor Arronte Álvarez, Francisco Gómez
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CAT: Causal Audio Transformer for Audio Classification
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 Accepted to ICASSP ...
Xiaoyu Liu 0003 +3 more
openaire +2 more sources