Methods and apparatus for determining a mood profile associated with media data

CW Chen, K Lee, PC DiMaria, MK Cremer - US Patent 8,805,854, 2014 - Google Patents
In an embodiment, a method is provided for determining a mood profile of media data. In this
method, mood is deter mined across multiple elements of mood for the media data to create …

Systems, methods, and apparatus for generating an audio-visual presentation using characteristics of audio, visual and symbolic media objects

MK Cremer, CW Chen, PC DiMaria, HH Wu - US Patent 9,753,925, 2017 - Google Patents
US9753925B2 - Systems, methods, and apparatus for generating an audio-visual presentation
using characteristics of audio, visual and symbolic media objects - Google Patents …

Apparatus and method for determining a prominent tempo of an audio work

CW Chen, K Lee, PC DiMaria, MK Cremer - US Patent 8,071,869, 2011 - Google Patents
US8071869B2 - Apparatus and method for determining a prominent tempo of an audio work -
Google Patents US8071869B2 - Apparatus and method for determining a prominent tempo of …

Perceptual tempo estimation using GMM-regression

G Peeters, J Flocon-Cholet - … of the second international ACM workshop …, 2012 - dl.acm.org
Most current tempo estimation algorithms suffer from the so-called octave estimation
problems (estimating twice, thrice, half or one-third of a reference tempo). However, it is …

Methods and apparatus for determining a mood profile associated with media data

CW Chen, K Lee, PC DiMaria, MK Cremer - US Patent 9,842,146, 2017 - Google Patents
In an embodiment, a method is provided for determining a mood profile of media data. In this
method, mood is deter mined across multiple elements of mood for the media data to create …

Deep-rhythm for tempo estimation and rhythm pattern recognition

H Foroughmand, G Peeters - International Society for Music Information …, 2019 - hal.science
It has been shown that the harmonic series at the tempo frequency of the onset-strength-
function of an audio signal accurately describes its rhythm pattern and can be used to …

Modeling the perception of tempo

A Elowsson, A Friberg - The Journal of the Acoustical Society of …, 2015 - pubs.aip.org
A system is proposed in which rhythmic representations are used to model the perception of
tempo in music. The system can be understood as a five-layered model, where …

[PDF][PDF] Extending deep rhythm for tempo and genre estimation using complex convolutions, multitask learning and multi-input network

HF Aarabi, G Peeters - Journal of Creative Music Systems, 2022 - jcms.org.uk
Tempo and genre are two inter-leaved aspects of music, genres are often associated to
rhythm patterns which are played in specific tempo ranges. In this article, we focus on the …

[PDF][PDF] Data-driven approaches for tempo and key estimation of music recordings

H Schreiber - 2020 - researchgate.net
In recent years, we have witnessed the creation of large digital music collections, accessible,
for example, via streaming services. Efficient retrieval from such collections, which goes …

AI and Tempo Estimation: A Review

G Luck - arxiv preprint arxiv:2401.00209, 2023 - arxiv.org
The author's goal in this paper is to explore how artificial intelligence (AI) has been utilised
to inform our understanding of and ability to estimate at scale a critical aspect of musical …