MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection

L Ali, Z He, W Cao, HT Rauf, Y Imrana… - Frontiers in …, 2021 - frontiersin.org
Parkinson's disease (PD) is the second most common neurological disease having no
specific medical test for its diagnosis. In this study, we consider PD detection based on …

Detecting Parkinson's disease from sustained phonation and speech signals

E Vaiciukynas, A Verikas, A Gelzinis, M Bacauskiene - PloS one, 2017 - journals.plos.org
This study investigates signals from sustained phonation and text-dependent speech
modalities for Parkinson's disease screening. Phonation corresponds to the vowel/a/voicing …

Automatic music classification with jMIR

C McKay - 2010 - escholarship.mcgill.ca
La classification automatique de la musique est un vaste domaine de recherche,
multidisciplinaire par nature, et qui donne lieu à des avancées significatives tant du point de …

Updetector: Sensing parking/unparking activities using smartphones

S Ma, O Wolfson, B Xu - Proceedings of the 7th ACM SIGSPATIAL …, 2014 - dl.acm.org
Real-time information about vacant parking spaces is of paramount value in urban
environments. One promising approach to obtaining such information is participatory …

Discovering speed changes of vehicles from audio data

E Kubera, A Wieczorkowska, A Kuranc, T Słowik - Sensors, 2019 - mdpi.com
In this paper, we focus on detection of speed changes from audio data, representing
recordings of cars passing a microphone placed near the road. The goal of this work is to …

[PDF][PDF] Combining Features Extracted from Audio, Symbolic and Cultural Sources.

C McKay, I Fujinaga - ISMIR, 2008 - Citeseer
This paper experimentally investigates the classification utility of combining features
extracted from separate audio, symbolic and cultural sources of musical information. This …

Multi-objective evolutionary feature selection for instrument recognition in polyphonic audio mixtures

I Vatolkin, M Preuß, G Rudolph, M Eichhoff, C Weihs - Soft Computing, 2012 - Springer
Instrument recognition is one of the music information retrieval research topics. This task
becomes very challenging if several instruments are played simultaneously because of their …

[PDF][PDF] SCMIR: A SuperCollider music information retrieval library

N Collins - ICMC, 2011 - composerprogrammer.com
ABSTRACT The SuperCollider Music Information Retrieval (SCMIR) library is an extension
set for the SuperCollider audio programming language that facilitates automatic analysis of …

[PDF][PDF] AMUSE (Advanced MUSic Explorer)-A Multitool Framework for Music Data Analysis.

I Vatolkin, WM Theimer, M Botteck - ISMIR, 2010 - archives.ismir.net
ABSTRACT A large variety of research tools is available now for music information retrieval
tasks. In this paper we present a further framework which aims to facilitate the interaction …

[PDF][PDF] jMIR: Tools for Automatic Music Classification.

C McKay, I Fujinaga - ICMC, 2009 - Citeseer
ABSTRACT jMIR is a free and open-source software suite designed for applications related
to automatic music classification. jMIR includes the jAudio, jSymbolic and jWebMiner feature …