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 …

Music retrieval: A tutorial and review

N Orio - Foundations and Trends® in Information Retrieval, 2006 - nowpublishers.com
The increasing availability of music in digital format needs to be matched by the
development of tools for music accessing, filtering, classification, and retrieval. The research …

Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism

C Li, B Wang, S Zhang, Y Liu, R Song, J Cheng… - Computers in biology …, 2022 - Elsevier
Deep learning (DL) technologies have recently shown great potential in emotion recognition
based on electroencephalography (EEG). However, existing DL-based EEG emotion …

Identifyingcover songs' with chroma features and dynamic programming beat tracking

DPW Ellis, GE Poliner - 2007 IEEE International Conference on …, 2007 - ieeexplore.ieee.org
Large music collections, ranging from thousands to millions of tracks, are unsuited to manual
searching, motivating the development of automatic search methods. When different …

Features for content-based audio retrieval

D Mitrović, M Zeppelzauer, C Breiteneder - Advances in computers, 2010 - Elsevier
Today, a large number of audio features exists in audio retrieval for different purposes, such
as automatic speech recognition, music information retrieval, audio segmentation, and …

[PDF][PDF] Chroma Toolbox: MATLAB implementations for extracting variants of chroma-based audio features

S Ewert - Proc. ISMIR, 2011 - sebewert.github.io
Chroma-based audio features, which closely correlate to the aspect of harmony, are a well-
established tool in processing and analyzing music data. There are many ways of computing …

[PDF][PDF] Acoustic {Side-Channel} attacks on printers

M Backes, M Dürmuth, S Gerling, M Pinkal… - 19th USENIX Security …, 2010 - usenix.org
We examine the problem of acoustic emanations of printers. We present a novel attack that
recovers what a dotmatrix printer processing English text is printing based on a record of the …

EchoPrint: Two-factor authentication using acoustics and vision on smartphones

B Zhou, J Lohokare, R Gao, F Ye - Proceedings of the 24th Annual …, 2018 - dl.acm.org
User authentication on smartphones must satisfy both security and convenience, an
inherently difficult balancing art. Apple's FaceID is arguably the latest of such efforts, at the …

Chroma binary similarity and local alignment applied to cover song identification

J Serra, E Gómez, P Herrera… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
We present a new technique for audio signal comparison based on tonal subsequence
alignment and its application to detect cover versions (ie, different performances of the same …

[图书][B] Fundamentals of music processing: Using Python and Jupyter notebooks

M Müller - 2021 - Springer
The textbook provides both profound technological knowledge and a comprehensive
treatment of essential topics in music processing and music information retrieval (MIR) …