{"id":"https://openalex.org/W6944949691","doi":"https://doi.org/10.21227/1qvb-zn13","title":"BrainWave Musical Manipulation (BWMM)","display_name":"BrainWave Musical Manipulation (BWMM)","publication_year":2022,"publication_date":"2022-02-08","ids":{"openalex":"https://openalex.org/W6944949691","doi":"https://doi.org/10.21227/1qvb-zn13"},"language":"en","primary_location":{"id":"doi:10.21227/1qvb-zn13","is_oa":true,"landing_page_url":"https://doi.org/10.21227/1qvb-zn13","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/1qvb-zn13","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"A. Sadek, Rowayda","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"A. Sadek, Rowayda","raw_affiliation_strings":["Helwan university"],"affiliations":[{"raw_affiliation_string":"Helwan university","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":null,"display_name":"A. Khalifa, Alaa","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"A. Khalifa, Alaa","raw_affiliation_strings":["Helwan university"],"affiliations":[{"raw_affiliation_string":"Helwan university","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"last","author":{"id":null,"display_name":"M. A. Elfattah, Marwa","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. A. Elfattah, Marwa","raw_affiliation_strings":["Helwan university"],"affiliations":[{"raw_affiliation_string":"Helwan university","institution_ids":["https://openalex.org/I84058292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84058292"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/entrainment","display_name":"Entrainment (biomusicology)","score":0.7784000039100647},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.7074000239372253},{"id":"https://openalex.org/keywords/brain-waves","display_name":"Brain waves","score":0.5564000010490417},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5296000242233276},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.4677000045776367},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.4521999955177307},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.41850000619888306}],"concepts":[{"id":"https://openalex.org/C139992725","wikidata":"https://www.wikidata.org/wiki/Q5380656","display_name":"Entrainment (biomusicology)","level":3,"score":0.7784000039100647},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.7074000239372253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5924000144004822},{"id":"https://openalex.org/C2986798296","wikidata":"https://www.wikidata.org/wiki/Q60442","display_name":"Brain waves","level":3,"score":0.5564000010490417},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5296000242233276},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.4677000045776367},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4677000045776367},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.4521999955177307},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.41850000619888306},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.3465999960899353},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C2983311337","wikidata":"https://www.wikidata.org/wiki/Q34379","display_name":"Musical instrument","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2694999873638153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2628999948501587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/1qvb-zn13","is_oa":true,"landing_page_url":"https://doi.org/10.21227/1qvb-zn13","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.21227/1qvb-zn13","is_oa":true,"landing_page_url":"https://doi.org/10.21227/1qvb-zn13","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[{"score":0.4006565809249878,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Brainwave":[0],"entrainment":[1,88,133,165,173,243,254],"beats":[2,15,89,134,174],"detection":[3],"has":[4,99,301],"become":[5],"an":[6,321],"important":[7],"topic":[8],"due":[9],"to":[10,16,21,47,68,81,117,222,229,262],"the":[11,83,86,96,105,111,118,131,136,145,151,157,181,224,232,252,339],"ability":[12],"of":[13,59,85,107,110,122,154,159,171,180,184,199,213,218,241,305,338],"these":[14],"change":[17],"human":[18],"brain":[19,146,176],"waves":[20,109],"decrease":[22],"anxiety,":[23,61],"help":[24,35],"focus":[25],"attention,":[26],"improve":[27,29],"memory,":[28],"mood,":[30],"enhance":[31,38,42],"creativity,":[32],"reduce":[33],"pain,":[34],"with":[36],"meditation,":[37],"mental":[39],"flexibility,":[40],"and":[41,63,71,194,228,247,280,300,342],"sleep":[43],"quality.":[44],"However,":[45],"listening":[46,116],"it":[48,55],"can":[49,56],"cause":[50],"unwanted":[51],"side":[52],"effects":[53,170],"as":[54,266,268,324],"increase":[57],"feelings":[58],"depression,":[60],"anger,":[62],"confusion":[64],"in":[65,93,204,251,320,328,336],"some":[66],"people.According":[67],"our":[69],"understanding":[70],"previous":[72],"literature":[73],"assessment,":[74],"no":[75,126,195],"other":[76],"researcher":[77],"worked":[78],"on":[79,104,141,144,175,291],"how":[80],"detect":[82],"effect":[84,143],"brainwave":[87,132,164,172,242],"inside":[90,135],"audio":[91,119,137,259,276,284,318,334],"recordings":[92],"real-time.":[94],"All":[95],"work":[97],"that":[98,129,331],"been":[100],"done":[101],"was":[102,220],"based":[103,140,290],"classification":[106],"electromagnetic":[108],"volunteers":[112],"while":[113],"they":[114,325],"were":[115,256,273,286,314,326],"files.":[120],"Because":[121],"this,":[123],"there":[124,210],"is":[125,150,296],"data":[127],"set":[128],"contains":[130],"files":[138,212,219,260,277],"classified":[139],"their":[142],"waves.&nbsp;&nbsp;Therefore,":[147],"this":[148],"dataset":[149,153,162,182,225,271],"first":[152],"its":[155],"kindGiven":[156],"goal":[158],"creating":[160],"a":[161,302,329],"for":[163,235,288],"beats,":[166],"we":[167],"identified":[168],"all":[169,231],"waves.":[177],"The":[178,238,249,283],"structure":[179],"consists":[183],"six":[185],"categories":[186],"which":[187],"are,":[188],"alpha,":[189],"beta,":[190],"delta,":[191],"theta,":[192],"gamma,":[193],"entrainment.":[196],"A":[197],"total":[198],"40":[200],"tracks":[201,250],"are":[202,211,244],"available":[203,233],"each":[205,208,236,317,333],"category.":[206,237],"Within":[207],"category,":[209],"various":[214,263],"sorts.":[215],"This":[216],"collection":[217],"created":[221],"make":[223],"more":[226],"diversified":[227],"include":[230],"options":[234],"three":[239],"varieties":[240],"monaural,":[245],"binaural,":[246],"isochronic.":[248],"No":[253],"category":[255],"compiled":[257],"from":[258,275,278,316],"belonging":[261],"music":[264],"genres":[265],"well":[267],"natural":[269],"sounds.&nbsp;The":[270],"samples":[272,285,307],"extracted":[274],"SoundCloud":[279],"YouTube":[281],"servers.":[282],"chosen":[287],"download":[289],"audience":[292],"feedback.":[293],"Each":[294],"track":[295],"30":[297],"seconds":[298],"long":[299],"sampling":[303],"rate":[304],"44100":[306],"per":[308],"second":[309],"at":[310],"32":[311],"bits.":[312],"Samples":[313],"taken":[315,327],"file":[319,335],"orderly":[322],"manner,":[323],"way":[330],"covers":[332],"terms":[337],"beginning,":[340],"middle,":[341],"end.":[343]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
