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 …

[HTML][HTML] Music emotion recognition using convolutional long short term memory deep neural networks

S Hizlisoy, S Yildirim, Z Tufekci - Engineering Science and Technology, an …, 2021 - Elsevier
In this paper, we propose an approach for music emotion recognition based on
convolutional long short term memory deep neural network (CLDNN) architecture. In …

Audio features for music emotion recognition: a survey

R Panda, R Malheiro, RP Paiva - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The design of meaningful audio features is a key need to advance the state-of-the-art in
music emotion recognition (MER). This article presents a survey on the existing emotionally …

SenticNet

E Cambria, A Hussain, E Cambria… - Sentic computing: a …, 2015 - Springer
SenticNet is the knowledge base which the sentic computing framework leverages on for
concept-level sentiment analysis. This chapter illustrates how such a resource is built. In …

[图书][B] Introduction to audio analysis: a MATLAB® approach

T Giannakopoulos, A Pikrakis - 2014 - books.google.com
Introduction to Audio Analysis serves as a standalone introduction to audio analysis,
providing theoretical background to many state-of-the-art techniques. It covers the essential …

[图书][B] An introduction to audio content analysis: Music Information Retrieval tasks and applications

A Lerch - 2022 - books.google.com
An Introduction to Audio Content Analysis Enables readers to understand the algorithmic
analysis of musical audio signals with AI-driven approaches An Introduction to Audio …

[PDF][PDF] A Matlab toolbox for musical feature extraction from audio

O Lartillot, P Toiviainen - International conference on digital audio effects, 2007 - dafx.de
We present MIRtoolbox, an integrated set of functions written in Matlab, dedicated to the
extraction of musical features from audio files. The design is based on a modular framework …

Large-scale brain networks emerge from dynamic processing of musical timbre, key and rhythm

V Alluri, P Toiviainen, IP Jääskeläinen, E Glerean… - Neuroimage, 2012 - Elsevier
We investigated the neural underpinnings of timbral, tonal, and rhythmic features of a
naturalistic musical stimulus. Participants were scanned with functional Magnetic …

System and methods for prioritizing mobile media player files

R Hangartner, F Martin, DDS Bartolome… - US Patent …, 2010 - Google Patents
EP 1231 788 A1 8, 2002 EP 1420388 A1 5, 2004 JP 11052965 2, 1999 JP 2002108351
4/2002 JP 2002320203. A 10, 2002 JP 20032.55958 10, 2003 JP 2004221999 A 8, 2004 JP …