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Handbook of Artificial Intelligence for Music最新文献

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On Making Music with Heartbeats 关于用心跳制作音乐
Handbook of Artificial Intelligence for Music Pub Date : 2021-07-03 DOI: 10.1007/978-3-030-72116-9_9
E. Chew
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引用次数: 4
Automatic Transcription of Polyphonic Vocal Music 复调声乐的自动转录
Handbook of Artificial Intelligence for Music Pub Date : 2017-12-11 DOI: 10.3390/APP7121285
Andrew Mcleod, Rodrigo Schramm, Mark Steedman, Emmanouil Benetos
{"title":"Automatic Transcription of Polyphonic Vocal Music","authors":"Andrew Mcleod, Rodrigo Schramm, Mark Steedman, Emmanouil Benetos","doi":"10.3390/APP7121285","DOIUrl":"https://doi.org/10.3390/APP7121285","url":null,"abstract":"This paper presents a method for automatic music transcription applied to audio recordings of a cappella performances with multiple singers. We propose a system for multi-pitch detection and voice assignment that integrates an acoustic and a music language model. The acoustic model performs spectrogram decomposition, extending probabilistic latent component analysis (PLCA) using a six-dimensional dictionary with pre-extracted log-spectral templates. The music language model performs voice separation and assignment using hidden Markov models that apply musicological assumptions. By integrating the two models, the system is able to detect multiple concurrent pitches in polyphonic vocal music and assign each detected pitch to a specific voice type such as soprano, alto, tenor or bass (SATB). We compare our system against multiple baselines, achieving state-of-the-art results for both multi-pitch detection and voice assignment on a dataset of Bach chorales and another of barbershop quartets. We also present an additional evaluation of our system using varied pitch tolerance levels to investigate its performance at 20-cent pitch resolution.","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127140655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Structure, Abstraction and Reference in Artificial Musical Intelligence 人工音乐智能中的结构、抽象与参考
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_15
Geraint A. Wiggins
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引用次数: 2
Human–Machine Simultaneity in the Compositional Process 合成过程中的人机同时性
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_2
Hanns Holger Rutz
{"title":"Human–Machine Simultaneity in the Compositional Process","authors":"Hanns Holger Rutz","doi":"10.1007/978-3-030-72116-9_2","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_2","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126437176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
cellF: Surrogate Musicianship as a Manifestation of In-Vitro Intelligence 细胞f:替代音乐能力是体外智力的一种表现
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_32
Vahri McKenzie, N. J. Thompson, D. Moore, G. Ben-Ary
{"title":"cellF: Surrogate Musicianship as a Manifestation of In-Vitro Intelligence","authors":"Vahri McKenzie, N. J. Thompson, D. Moore, G. Ben-Ary","doi":"10.1007/978-3-030-72116-9_32","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_32","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127954993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Human-Centred Artificial Intelligence in Concatenative Sound Synthesis 连接声音合成中以人为中心的人工智能
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_21
Noris Binti Mohd Norowi
{"title":"Human-Centred Artificial Intelligence in Concatenative Sound Synthesis","authors":"Noris Binti Mohd Norowi","doi":"10.1007/978-3-030-72116-9_21","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_21","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131041607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
From Audio to Music Notation 从音频到音乐符号
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_24
Lele Liu, Emmanouil Benetos
{"title":"From Audio to Music Notation","authors":"Lele Liu, Emmanouil Benetos","doi":"10.1007/978-3-030-72116-9_24","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_24","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130176803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Automatic Music Composition with Evolutionary Algorithms: Digging into the Roots of Biological Creativity 用进化算法自动作曲:挖掘生物创造力的根源
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_17
Francisco Vico, D. Albarracín-Molina, Gustavo Diaz-Jerez, L. Manzoni
{"title":"Automatic Music Composition with Evolutionary Algorithms: Digging into the Roots of Biological Creativity","authors":"Francisco Vico, D. Albarracín-Molina, Gustavo Diaz-Jerez, L. Manzoni","doi":"10.1007/978-3-030-72116-9_17","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_17","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116350883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Graph-Based Representation, Analysis, and Interpretation of Popular Music Lyrics Using Semantic Embedding Features 使用语义嵌入特征的基于图的流行音乐歌词表示、分析和解释
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_26
M. Ogihara, Brian Manolovitz, V. Y. Shinohara, Gang Ren, T. Tavares
{"title":"Graph-Based Representation, Analysis, and Interpretation of Popular Music Lyrics Using Semantic Embedding Features","authors":"M. Ogihara, Brian Manolovitz, V. Y. Shinohara, Gang Ren, T. Tavares","doi":"10.1007/978-3-030-72116-9_26","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_26","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116201615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Folk the Algorithms: (Mis)Applying Artificial Intelligence to Folk Music 民俗算法:(错误)将人工智能应用于民间音乐
Handbook of Artificial Intelligence for Music Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-72116-9_16
Bob L. Sturm, Oded Ben-Tal
{"title":"Folk the Algorithms: (Mis)Applying Artificial Intelligence to Folk Music","authors":"Bob L. Sturm, Oded Ben-Tal","doi":"10.1007/978-3-030-72116-9_16","DOIUrl":"https://doi.org/10.1007/978-3-030-72116-9_16","url":null,"abstract":"","PeriodicalId":393493,"journal":{"name":"Handbook of Artificial Intelligence for Music","volume":"231 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114202457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
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