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Self-optimized spectral correlation method for background music identification
Proceedings. IEEE International Conference on Multimedia and Expo
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One major application of the method is the identification of broadcast background music corrupted by speech. ...
Experiments on the identification of background music and the classification of similar TV commercials have shown that this method can identify 100% of target signals with an SNR of −10dB. ...
SELF-OPTIMIZED SPECTRAL CORRELATION METHOD
Characteristics of background music The SNR 1 of the input was set to −10dB. ...
doi:10.1109/icme.2002.1035786
dblp:conf/icmcs/AbeN02
fatcat:fszbf2axonfgjbckavfrdyasdm
BigEAR: Inferring the Ambient and Emotional Correlates from Smartphone-Based Acoustic Big Data
2016
2016 IEEE First International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)
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In the state-of-the-art methods, psychologists and their team have to hear the audio recordings for making these inferences by subjective evaluations that not only are time-consuming and costly, but also ...
demand manual data coding for thousands of audio files. ...
OpenS-MILE had been successfully applied for emotion identification in music, speech and other mixed sources, [25] . ...
doi:10.1109/chase.2016.46
dblp:conf/chase/DubeyMM16
fatcat:5c2nc76vfba7xoutyt4zeud7ja
Musical Timbre And Emotion: The Identification Of Salient Timbral Features In Sustained Musical Instrument Tones Equalized In Attack Time And Spectral Centroid
2014
Proceedings of the SMC Conferences
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This correlation was even stronger than average spectral centroid for most emotions. The only other correlation was spectral incoherence for two emotions. ...
Average spectral centroid significantly correlated for all emotions, and a bigger surprise was that spectral centroid deviation significantly correlated for all emotions. ...
doi:10.5281/zenodo.850729
fatcat:7koz5us54ng4zi5oj3dfq7nvzq
Musical experience strengthens the neural representation of sounds important for communication in middle-aged adults
2012
Frontiers in Aging Neuroscience
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temporal and spectral features of sound. ...
Taken together, we suggest that musical experience provides perceptual benefits in an aging population by strengthening the underlying neural pathways necessary for the accurate representation of important ...
Given that musical training strengthens those skills that decline with age, we argue that the musician's brain provides an optimal model for studying the effects of age on the nervous system. ...
doi:10.3389/fnagi.2012.00030
pmid:23189051
pmcid:PMC3504955
fatcat:u2aqlz7k55epxk2tofvuw6b73i
Reliability Measure of a Clinical Test: Appreciation of Music in Cochlear Implantees (AMICI)
2013
Journal of american academy of audiology
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The test consists of four subtests: (1) music versus environmental noise discrimination, (2) musical instrument identification (closed-set), (3) musical style identification (closed-set), and (4) identification ...
Conclusions- The study showed AMICI is highly reliable for assessing musical perception in CI users. ...
More insight into music perception by CI users can stimulate further improvements in electrode design and signal processing optimization for music perception. ...
doi:10.3766/jaaa.24.10.8
pmid:24384082
pmcid:PMC4219645
fatcat:odfo2dc2njdrbfpxv3tsvacote
Distinguishing Different Emotions Evoked by Music via Electroencephalographic Signals
2019
Computational Intelligence and Neuroscience
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We extracted 27-dimensional features from each of 12 electrode positions then used correlation-based feature selection method to identify the feature set most strongly related to the original features ...
However, no study has comprehensively examined music-related EEG features and selected those with the strongest potential for discriminating emotions. ...
Identification of the EEG signals associated with these emotions may help elucidate the neurological basis for music appreciation, contribute to the development of music programmes for mood therapy [1 ...
doi:10.1155/2019/3191903
fatcat:x4z54jhacvfevc42ur2hmhwszq
An audio DSP Toolkit for rapid application development in Flash
2009
2009 IEEE International Workshop on Multimedia Signal Processing
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ActionScript, the primary development language used for Flash, is poorly suited for DSP algorithms. ...
The Adobe Flash platform has become the de facto standard for developing and deploying media rich web applications and games. ...
The authors also thank the Drexel RePlay Lab and students in the Game Design Studio for incorporating the DSP Audio Toolkit for Flash in the development of Pulse. ...
doi:10.1109/mmsp.2009.5293322
dblp:conf/mmsp/DollMSK09
fatcat:hdix3jywnrbrtcuynilroyyv5e
A Decision-Tree-Based Algorithm for Speech/Music Classification and Segmentation
2009
EURASIP Journal on Audio, Speech, and Music Processing
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In the learning phase, predefined training data is used for computing various time-domain and frequency-domain features, for speech and music signals separately, and estimating the optimal speech/music ...
We present an efficient algorithm for segmentation of audio signals into speech or music. ...
Neoran, Director of R&D of Waves Audio, for his valuable discussions and ideas, and Y. Yakir for technical assistance. They also thank D. ...
doi:10.1155/2009/239892
fatcat:m4iw3dmqcbgmji2l6emknxzsjq
Being Moved by Unfamiliar Sad Music Is Associated with High Empathy
2016
Frontiers in Psychology
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One hundred and two participants were drawn from a representative sample to minimize self-selection bias. ...
The paradox of enjoying listening to music that evokes sadness is yet to be fully understood. ...
ACKNOWLEDGMENTS We thank Sara Kolomainen, Katharina Schäfer, Henna Peltola, and Tommi Makkonen for their invaluable assistance in data collection. ...
doi:10.3389/fpsyg.2016.01176
pmid:27695424
pmcid:PMC5025521
fatcat:qpvprjrhvbf6xnxqluvdbatrhm
Acoustic Self-Awareness of Autonomous Systems in a World of Sounds
2020
Proceedings of the IEEE
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for supporting self-awareness. ...
Not only generic methods for robust source localization and signal extraction but also specific models and estimation methods for ego-noise based on various learning techniques are discussed. ...
MUSIC is by far the most used subspace method for SSL in the field of ASs (see [33] - [40] ). ...
doi:10.1109/jproc.2020.2977372
fatcat:immaqhfnkna6xdwj3dqlh7qewi
Identifying musical pieces from fMRI data using encoding and decoding models
2018
Scientific Reports
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Our approach revealed a linear increase in accuracy with duration and a point of optimal model performance for the spatial extent. ...
Two main applications can be distinguished, namely identification and reconstruction. Identification aims to identify a specific stimulus from a finite stimulus dataset. ...
We thank Bruno Raphael Melo for his support on adapting pycortex for the visualization of our results. ...
doi:10.1038/s41598-018-20732-3
pmid:29396524
pmcid:PMC5797093
fatcat:pnkefnr7qfaldncfwtqnkpkwrm
Audio-Assisted Movie Dialogue Detection
2008
IEEE transactions on circuits and systems for video technology (Print)
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In particular, the cross-correlation and the magnitude of the corresponding the cross-power spectral density of a pair of indicator functions are input to various classifiers, such as voted perceptrons ...
, radial basis function networks, random trees, and support vector machines for dialogue/non-dialogue detection. ...
The corresponding accuracy is 0.905, when there is medium background noise/music, while it drops to 0.747 when the background noise/music is high. ...
doi:10.1109/tcsvt.2008.2005613
fatcat:hrujmemtzvhdhppdkz3u7rhaxa
A preliminary report of music-based training for adult cochlear implant users: Rationales and development
2015
Cochlear Implants International
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Methods-Prior studies describing experience-based plasticity in response to music training, auditory training for persons with hearing impairment, and music training for cochlear implant recipients were ...
regarding limitations and advantages associated with parameters for music training with CI users. ...
Acknowledgments The authors would like to thank all those who took part in this study and Alisha Luymes and Laura Runion for assistance in reviewing trainings prior to dissemination. ...
doi:10.1179/1467010015z.000000000269
pmid:26561884
pmcid:PMC4646703
fatcat:h5x7e3vc6vc2hd4civowkhprwa
An Exploratory Study on the Acoustic Musical Properties to Decrease Self-Perceived Anxiety
2022
International Journal of Environmental Research and Public Health
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Musical listening is broadly used as an inexpensive and safe method to reduce self-perceived anxiety. ...
Our study shows that when using classical Western music to reduce self-perceived anxiety, tonal music should be considered. ...
background. ...
doi:10.3390/ijerph19020994
pmid:35055816
pmcid:PMC8775969
fatcat:ndamm2n6w5b2ddplkp3oxjcpkm
Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor
2020
Sensors
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We find that mind wandering was most frequent in texts for which readers had high expertise and that were combined with sad music. ...
First, we investigate the effects of text semantics and music on the frequency and type of mind wandering. ...
Acknowledgments: We would like to thank Benjamin Bischke, for the extensive idea and experience exchange on the Machine Learning topic. ...
doi:10.3390/s20092546
pmid:32365724
pmcid:PMC7248717
fatcat:kaebdp7ncbgcvdwv5v7ubxnjsq
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