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brainbeats
====== Differences ====== This shows you the differences between two versions of the page.
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brainbeats [2015/10/25 12:00] sstober [Brain Beats: Tempo Tracking in EEG Data] |
brainbeats [2015/10/25 16:17] (current) tpraetzlich [Pro-Processing of EEG data] |
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| | Authors | Sebastian Stober, Thomas Prätzlich, Meinard Müller | | | Authors | Sebastian Stober, Thomas Prätzlich, Meinard Müller | | ||
| | Affiliation | University of Western Ontario; International Audio Laboratories Erlangen| | | Affiliation | University of Western Ontario; International Audio Laboratories Erlangen| | ||
| - | | Code | {{::brainbeats.zip| Zip}} | | + | | Code | {{::brainbeats.zip| brainbeats.zip}} | |
| | Dependencies | [[https://github.com/sstober/openmiir| OpenMIIR Dataset (Github)]] | | | Dependencies | [[https://github.com/sstober/openmiir| OpenMIIR Dataset (Github)]] | | ||
| | | [[https://github.com/sstober/deepthought| deepthought project (Github)]] for data export | | | | [[https://github.com/sstober/deepthought| deepthought project (Github)]] for data export | | ||
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| ===== Data ===== | ===== Data ===== | ||
| - | The OpenMIIR dataset((Sebastian Stober, Avital Sternin, Adrian M. Owen and Jessica A. Grahn: "Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination." In: Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR’15), 2015. [[ http://ismir2015.uma.es/articles/224_Paper.pdf |Paper]] [[http://bib.sebastianstober.de/ismir2015poster.pdf|Poster]])) comprises EEG recordings((Electroencephalography (EEG) is a popular non-invasive neuroimaging technique that relies on electrodes placed on the scalp to measure the electrical activity of the brain.)) of people listing to 12 short music pieces. | + | The OpenMIIR dataset((Sebastian Stober, Avital Sternin, Adrian M. Owen and Jessica A. Grahn: "Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination." In: Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR’15), 2015. [[ http://ismir2015.uma.es/articles/224_Paper.pdf |Paper]] [[http://bib.sebastianstober.de/ismir2015poster.pdf|Poster]])) comprises EEG recordings((Electroencephalography (EEG) is a popular non-invasive neuroimaging technique that relies on electrodes placed on the scalp to measure the electrical activity of the brain.)) of people listening to 12 short music pieces. |
| The following figure shows the waveform of the acoustic stimulus (waveform of a music recording) and the EEG signal. | The following figure shows the waveform of the acoustic stimulus (waveform of a music recording) and the EEG signal. | ||
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| {{:brainbeats_wiki_figure_3.png?400|}} | {{:brainbeats_wiki_figure_3.png?400|}} | ||
| - | ===== Pro-Processing of EEG data ===== | + | ===== Pre-Processing of EEG data ===== |
| Our idea is to apply similar techniques to the EEG data. However, | Our idea is to apply similar techniques to the EEG data. However, | ||
brainbeats.1445788812.txt.gz · Last modified: 2015/10/25 12:00 by sstober
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