A review of physical and perceptual feature extraction techniques for speech, music and environmental sounds

F Alías, JC Socoró, X Sevillano - Applied Sciences, 2016 - mdpi.com
Endowing machines with sensing capabilities similar to those of humans is a prevalent
quest in engineering and computer science. In the pursuit of making computers sense their …

A survey of audio-based music classification and annotation

Z Fu, G Lu, KM Ting, D Zhang - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Music information retrieval (MIR) is an emerging research area that receives growing
attention from both the research community and music industry. It addresses the problem of …

Trends in audio signal feature extraction methods

G Sharma, K Umapathy, S Krishnan - Applied Acoustics, 2020 - Elsevier
Audio signal processing algorithms generally involves analysis of signal, extracting its
properties, predicting its behaviour, recognizing if any pattern is present in the signal, and …

Content-based music information retrieval (cb-mir) and its applications toward the music industry: A review

YVS Murthy, SG Koolagudi - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
A huge increase in the number of digital music tracks has created the necessity to develop
an automated tool to extract the useful information from these tracks. As this information has …

Level and time panning of phantom images for musical sources

H Lee, F Rumsey - Journal of the Audio Engineering Society, 2013 - aes.org
This study investigates the independent influences of interchannel level difference (ICLD)
and interchannel time difference (ICTD) on the panning of 2-channel stereo phantom …

Audio+: A Research Forum to Transform our Traditions

K McNally, A Pras - Audio Engineering Society Conference: 2021 AES …, 2021 - aes.org
ABSTRACT AUDIO+ engages students, researchers, and industry professionals in a critical
dialogue on music production cultures, innovative technologies, and the pressing need for …

Spatial enhancement for immersive stereo audio applications

A Floros, NA Tatlas - 2011 17th International Conference on …, 2011 - ieeexplore.ieee.org
In this work, we propose a stereo recording spatial enhancement technique which retains
the original panning/source location, proportionally mapped into the perceived expanded …

Contribution of stereo information to feature-based pattern classification for audio semantic analysis

RG Kotsakis, CA Dimoulas… - … Workshop on Semantic …, 2012 - ieeexplore.ieee.org
The current paper focuses on the evaluation of the contribution of stereo information to
feature-based pattern classification for audio semantic analysis. In radio productions, where …

Audio feature extraction

G Tzanetakis - Music data mining, 2011 - api.taylorfrancis.com
The automatic analysis of music stored as a digital audio signal requires a sophisticated
process of distilling information. For example, a three-minute song stored as uncompressed …

Singing voice separation with pre-learned dictionary and reconstructed voice spectrogram

C Yang, H Zhang - Neural Computing and Applications, 2020 - Springer
Recently the mixture spectrogram of a song is usually considered as a superposition of a
sparse spectrogram and a low-rank spectrogram, which correspond to the vocal part and the …