[ { "key": "PRDFNUMP", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/PRDFNUMP", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/PRDFNUMP", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Wei et al.", "parsedDate": "2007", "numChildren": 0 }, "data": { "key": "PRDFNUMP", "version": 1, "itemType": "journalArticle", "title": "Keyword Generation for Lyrics", "creators": [ { "creatorType": "author", "firstName": "B.", "lastName": "Wei" }, { "creatorType": "author", "firstName": "C.", "lastName": "Zhang" }, { "creatorType": "author", "firstName": "M.", "lastName": "Ogihara" } ], "abstractNote": "This paper proposes a scheme for content based keyword generation of song lyrics. Syntactic as well semantic similarity is used for sentence level clustering to separate the topic from the background of a song. A method is proposed to search for a center in the semantic graph of WordNet for generating keywords not contained in original text.", "publicationTitle": "Proceedings of the 8th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2007", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2007.ismir.net/proceedings/ISMIR2007_p121_wei.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:58:08Z", "dateModified": "2012-03-04T21:43:04Z" } }, { "key": "6KIEZPT4", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/6KIEZPT4", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/6KIEZPT4", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Mayer et al.", "parsedDate": "2008", "numChildren": 0 }, "data": { "key": "6KIEZPT4", "version": 1, "itemType": "journalArticle", "title": "Rhyme and Style Features For Musical Genre Classification by Song Lyrics", "creators": [ { "creatorType": "author", "firstName": "R.", "lastName": "Mayer" }, { "creatorType": "author", "firstName": "R.", "lastName": "Neumayer" }, { "creatorType": "author", "firstName": "A.", "lastName": "Rauber" } ], "abstractNote": "How individuals perceive music is influenced by many different factors. The audible part of a piece of music, its sound, does for sure contribute, but is only one aspect to be taken into account.\nCultural information influences how we experience music, as does the songs’ text and its sound. Next to symbolic and audio based music information retrieval, which focus on the sound of music, song lyrics, may thus be used to improve classification or similarity ranking of music. Song lyrics exhibit specific properties different from traditional text documents – many lyrics are for example composed in rhyming verses, and may have different frequencies for certain parts-of-speech when compared to other text documents. Further, lyrics may use ‘slang’ language or differ greatly in the length and complexity of the language used, which can be measured by some statistical features such as word / verse length, and the amount of repetative text. In this paper, we present a novel set of features developed for textual analysis of song lyrics, and combine them with and compare them to classical bag-of-words indexing approaches. We present results for musical genre classification on a test collection in order to demonstrate our analysis.", "publicationTitle": "Rhyme and Style Features For Musical Genre Classification by Song Lyrics.” Proceedings of the 9th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2008", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2008.ismir.net/papers/ISMIR2008_235.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" }, { "tag": "Song Indexing" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:56:10Z", "dateModified": "2012-03-04T21:42:30Z" } }, { "key": "JB7TEMB9", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/JB7TEMB9", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/JB7TEMB9", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Kleedorfer et al.", "parsedDate": "2008", "numChildren": 0 }, "data": { "key": "JB7TEMB9", "version": 1, "itemType": "journalArticle", "title": "Oh Oh Oh, Woah! Towards Automatic Topic Detection in Song Lyrics", "creators": [ { "creatorType": "author", "firstName": "F.", "lastName": "Kleedorfer" }, { "creatorType": "author", "firstName": "P.", "lastName": "Knees" }, { "creatorType": "author", "firstName": "T.", "lastName": "Pohle" } ], "abstractNote": "We present an algorithm that allows for indexing music by topic. The application scenario is an information retrieval system into which any song with known lyrics can be inserted and indexed so as to make a music collection browseable by topic. We use text mining techniques for creating a vector space model of our lyrics collection and non-negative matrix factorization (NMF) to identify topic clusters which are then labeled manually. We include a discussion of the decisions regarding the parametrization of the applied methods. The suitability of our approach is assessed by measuring the agreement of test subjects who provide the labels for the topic clusters.", "publicationTitle": "Proceedings of the 9th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2008", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2008.ismir.net/papers/ISMIR2008_211.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" }, { "tag": "Song Indexing" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:51:11Z", "dateModified": "2012-03-04T21:41:14Z" } }, { "key": "BPMQQ9DN", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/BPMQQ9DN", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/BPMQQ9DN", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Zaanen and Kanters ", "parsedDate": "2010", "numChildren": 0 }, "data": { "key": "BPMQQ9DN", "version": 1, "itemType": "journalArticle", "title": "Automatic Mood Classification Using TF*IDF Based on Lyrics", "creators": [ { "creatorType": "author", "firstName": "M.", "lastName": "Zaanen" }, { "creatorType": "author", "firstName": "P.", "lastName": "Kanters " } ], "abstractNote": "This paper presents the outcomes of research into using lingual parts of music in an automatic mood classification system. Using a collection of lyrics and corresponding user-tagged moods, we build\nclassifiers that classify lyrics of songs into moods. By comparing the performance of different mood frameworks (or dimensions), we examine to what extent the linguistic part of music reveals adequate information for assigning a mood category and which as- pects of mood can be classified best.\nOur results show that word oriented metrics provide a valuable source of information for automatic mood clas- sification of music, based on lyrics only. Metrics such as term frequencies and tf*idf values are used to measure rel- evance of words to the different mood classes. These met- rics are incorporated in a machine learning classifier setup. Different partitions of the mood plane are investigated and we show that there is no large difference in mood prediction based on the mood division. Predictions on the valence, tension and combinations of aspects lead to similar performance.", "publicationTitle": "Proceedings of the 11th International Society for Music nformation Retrieval Conference", "publisher": "", "place": "", "date": "2010", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2010.ismir.net/proceedings/ismir2010-15.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" }, { "tag": "Song Indexing" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:40:20Z", "dateModified": "2012-03-04T21:38:38Z" } }, { "key": "JA6AXBF8", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/JA6AXBF8", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/JA6AXBF8", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Wang et al.", "parsedDate": "2011", "numChildren": 0 }, "data": { "key": "JA6AXBF8", "version": 1, "itemType": "journalArticle", "title": "Music Emotion Classification of Chinese Songs Based on Lyrics Using TF*IDF and Rhyme", "creators": [ { "creatorType": "author", "firstName": "X.", "lastName": "Wang" }, { "creatorType": "author", "firstName": "X.", "lastName": "Chen" }, { "creatorType": "author", "firstName": "D.", "lastName": "Wang" }, { "creatorType": "author", "firstName": "Y.", "lastName": "Wu" } ], "abstractNote": "This paper presents the outcomes of research into an automatic classification system based on the lingual part of music. Two novel kinds of short features are extracted from lyrics using tf*idf and rhyme. Meta-learning algorithm is adapted to combine these two sets of features. Results show that our features promote the accuracy of classification and meta-learning algorithm is effective in fusing the two features.", "publicationTitle": "Proceedings of the 12th International Society for Music nformation Retrieval Conference", "publisher": "", "place": "", "date": "2011", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2011.ismir.net/papers/PS6-19.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" }, { "tag": "Song Indexing" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:32:45Z", "dateModified": "2012-03-04T21:36:26Z" } }, { "key": "BP6JNRGG", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/BP6JNRGG", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/BP6JNRGG", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Hu and Yu", "parsedDate": "2011", "numChildren": 0 }, "data": { "key": "BP6JNRGG", "version": 1, "itemType": "journalArticle", "title": "Exploring the Relationship Between Mood and Creativity in Rock Lyrics", "creators": [ { "creatorType": "author", "firstName": "X.", "lastName": "Hu" }, { "creatorType": "author", "firstName": "B.", "lastName": "Yu" } ], "abstractNote": "The relationship between mood and creativity has been widely studied in psychology, however, no conclusion is reached in terms of which mood triggers high creativity, positive or negative. This paper provides new insights to this on-going argument by examining the relationship between lyrics creativity and music mood. We use three computational measures to gauge lyrics creativity: Type-to-Token Ratio, word norms fraction, and WordNet similarity. We then test three hypotheses regarding differences in lyrics creativity between music with different moods on 2715 U.S. rock songs. The three measures led to consistent findings that lyrics of negative and sad songs demonstrate higher linguistic creativity than those of positive and happy songs. Our findings support previous studies in psycholinguistics that people write more creatively when the text conveys sad or negative sentiment, and contradict previous research that positive mood triggers more unusual word associations. The result also indicates that different measures capture different aspects of lyrics creativity.", "publicationTitle": "Proceedings of the 12th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2011", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2011.ismir.net/papers/OS9-3.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" }, { "tag": "Psychology" }, { "tag": "Rock" }, { "tag": "Song Indexing" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:26:17Z", "dateModified": "2012-03-04T21:34:53Z" } }, { "key": "XJ5HJF7I", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/XJ5HJF7I", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/XJ5HJF7I", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Geleijnse and Korst", "parsedDate": "2006", "numChildren": 0 }, "data": { "key": "XJ5HJF7I", "version": 1, "itemType": "journalArticle", "title": "Efficient Lyrics Extraction from the Web", "creators": [ { "creatorType": "author", "firstName": "Gijs", "lastName": "Geleijnse" }, { "creatorType": "author", "firstName": "Jan", "lastName": "Korst" } ], "abstractNote": "We present a novel method to extract lyrics from the Web. The aim is to extract a set of multiple versions of the lyrics to a song. Lyrics can be identified within a text by a regular expression. We use a projection of a document to efficiently identify lyrics within the document by mapping it to a regular expression. We describe a method to cluster the multiple versions of the lyrics by filtering out erroneous texts such as lyrics to other songs. For reasons of efficiency, we do this by comparing fingerprints instead of the texts themselves.", "publicationTitle": "Proceedings of the 7th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2006", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2006.ismir.net/papers/ismir0619_paper.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Digital Humanities" }, { "tag": "Web Extraction of Lyrics" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T21:12:32Z", "dateModified": "2012-03-04T21:31:23Z" } }, { "key": "ZJXDRJ2W", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/ZJXDRJ2W", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/ZJXDRJ2W", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Logan et al.", "parsedDate": "2004", "numChildren": 0 }, "data": { "key": "ZJXDRJ2W", "version": 1, "itemType": "journalArticle", "title": "Semantic Analysis of Song Lyrics", "creators": [ { "creatorType": "author", "firstName": "B.", "lastName": "Logan" }, { "creatorType": "author", "firstName": "A.", "lastName": "Kositsky" }, { "creatorType": "author", "firstName": "P.", "lastName": "Moreno" } ], "abstractNote": "We explore the use of song lyrics for automatic indexing of music. Using lyrics mined from the Web we apply a standard text processing technique to characterize their semantic content. We then determine artist similarity in this space. We found lyrics can be used to discover natural genre clusters. Experiments on a publicly available set of 399 artists showed that determining artist similarity using lyrics is better than random but inferior to a state-of-the-art acoustic similarity technique. However, the approaches made different errors, suggesting they could be profitably combined.", "publicationTitle": "IEEE International Conference on Multimedia and Expo", "publisher": "", "place": "", "date": "2004", "volume": "2", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "827-830", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1109/ICME.2004.1394328", "citationKey": "", "url": "http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1394328", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Content Based Keywords" }, { "tag": "Digital Humanities" }, { "tag": "Song Indexing" }, { "tag": "Web Extraction of Lyrics" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T21:26:48Z", "dateModified": "2012-03-04T21:30:33Z" } }, { "key": "D49ZPKGP", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/D49ZPKGP", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/D49ZPKGP", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Nichols et al.", "parsedDate": "2009", "numChildren": 0 }, "data": { "key": "D49ZPKGP", "version": 1, "itemType": "journalArticle", "title": "Relationships Between Lyrics and Melody in Popular Music", "creators": [ { "creatorType": "author", "firstName": "E.", "lastName": "Nichols" }, { "creatorType": "author", "firstName": "D.", "lastName": "Morris" }, { "creatorType": "author", "firstName": "S.", "lastName": "Basu" }, { "creatorType": "author", "firstName": "C.", "lastName": "Raphael" } ], "abstractNote": "Composers of popular music weave lyrics, melody, and instrumentation together to create a consistent and compelling emotional scene. The relationships among these elements are critical to musical communication, and understanding the statistics behind these relationships can contribute to numerous problems in music information retrieval and creativity support. In this paper, we present the results of an observational study on a large symbolic database of popular music; our results identify several patterns in the relationship between lyrics and melody.", "publicationTitle": "Proceedings of the 10th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2009", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2009.ismir.net/proceedings/PS3-14.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Digital Humanities" }, { "tag": "Pop" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:48:44Z", "dateModified": "2012-03-04T20:48:44Z" } }, { "key": "TR9CWRQ8", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/TR9CWRQ8", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/TR9CWRQ8", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Hirjee and Brown", "parsedDate": "2009", "numChildren": 0 }, "data": { "key": "TR9CWRQ8", "version": 1, "itemType": "journalArticle", "title": "Automatic Detection of Internal and Imperfect Rhymes in Rap Lyrics", "creators": [ { "creatorType": "author", "firstName": "H.", "lastName": "Hirjee" }, { "creatorType": "author", "firstName": "D.", "lastName": "Brown" } ], "abstractNote": "Imperfect and internal rhymes are two important features in rap music often ignored in\nthe music information retrieval community. We develop a method of scoring potential rhymes using a probabilistic model based on phoneme frequencies in rap lyrics. We use this scoring scheme to automatically identify internal and line-final rhymes in song lyrics and demonstrate the performance of this method compared to rules-based models. Higher level rhyme features are produced and used to compare rhyming styles in song lyrics from different genres, and for different rap artists.", "publicationTitle": "Proceedings of the 10th International Society for Music Information Retrieval Conference", "publisher": "", "place": "", "date": "2009", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2009.ismir.net/proceedings/OS8-1.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Digital Humanities" }, { "tag": "Rap" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:46:19Z", "dateModified": "2012-03-04T20:46:19Z" } }, { "key": "UVIXQEIR", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/UVIXQEIR", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/UVIXQEIR", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Baur et al.", "parsedDate": "2010", "numChildren": 0 }, "data": { "key": "UVIXQEIR", "version": 1, "itemType": "journalArticle", "title": "SONGWORDS: Exploring Music Collections through Lyrics", "creators": [ { "creatorType": "author", "firstName": "D.", "lastName": "Baur" }, { "creatorType": "author", "firstName": "B.", "lastName": "Steinmayer" }, { "creatorType": "author", "firstName": "A.", "lastName": "Butz" } ], "abstractNote": "The lyrics of a song are an interesting, yet underused type of symbolic music data. We present SongWords, an application for tabletop computers that allows browsing and exploring a music collection based on its lyrics. SongWords can present the collection in a self-organizing map or sorted along different dimensions. Songs can be ordered by lyrics, user-generated tags or alphabetically by name, which allows exploring simple correlations, e.g., between genres (such as gospel) and words (such as lord). In this paper, we discuss the design rationale and implementation of SongWords as well as a user study with personal music collections. We found that lyrics indeed enable a different access to music collections and identified some challenges for future lyrics-based interfaces.", "publicationTitle": "Proceedings of the 11th International Society for Music nformation Retrieval Conference", "publisher": "", "place": "", "date": "2010", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://ismir2010.ismir.net/proceedings/ismir2010-90.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Digital Humanities" }, { "tag": "Visualization" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:37:32Z", "dateModified": "2012-03-04T20:37:32Z" } }, { "key": "7HS8S4KB", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/7HS8S4KB", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/7HS8S4KB", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "DeWall et al.", "parsedDate": "2011", "numChildren": 1 }, "data": { "key": "7HS8S4KB", "version": 1, "itemType": "journalArticle", "title": "Tuning in to Psychological Change: Linguistic Markers of Psychological Traits and Emotions Over Time in Popular U.S. Song Lyrics", "creators": [ { "creatorType": "author", "firstName": "C.", "lastName": "DeWall" }, { "creatorType": "author", "firstName": "R.", "lastName": "Pond" }, { "creatorType": "author", "firstName": "W.", "lastName": "Campbell" }, { "creatorType": "author", "firstName": "J.", "lastName": "Twenge" } ], "abstractNote": "American culture is filled with cultural products. Yet few studies have investigated how changes in cultural products correspond to changes in psychological traits and emotions. The current research fills this gap by testing the hypothesis that one cultural product—word use in popular song lyrics—changes over time in harmony with cultural changes in individualistic traits. Linguistic analyses of the most popular songs from 1980–2007 demonstrated changes in word use that mirror psychological change. Over time, use of words related to self-focus and antisocial behavior increased, whereas words related to other- focus, social interactions, and positive emotion decreased. These findings offer novel evidence regarding the need to investigate how changes in the tangible artifacts of the sociocultural environment can provide a window into understanding cultural changes in psychological processes.", "publicationTitle": "American Psychological Association, Psychology of Aesthetics, Creativity, and the Arts", "publisher": "", "place": "", "date": "2011", "volume": "5", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "200-207", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1037/a0023195", "citationKey": "", "url": "http://psycnet.apa.org/journals/aca/5/3/200.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Pop" }, { "tag": "Psychology" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-03T22:57:28Z", "dateModified": "2012-03-04T20:26:49Z" } }, { "key": "MSTHNSBZ", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/MSTHNSBZ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/MSTHNSBZ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/71076/items/HNPAWA3T", "type": "application/json" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "MSTHNSBZ", "version": 1, "parentItem": "HNPAWA3T", "itemType": "note", "note": "

Cited in Lee Cooper's bibliography of \"Images of Women in Popular Song Lyrics.\"

", "tags": [], "relations": {}, "dateAdded": "2012-03-04T20:20:58Z", "dateModified": "2012-03-04T20:20:58Z" } }, { "key": "UGQDJN4A", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/UGQDJN4A", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/UGQDJN4A", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Lee Cooper", "parsedDate": "1978", "numChildren": 0 }, "data": { "key": "UGQDJN4A", "version": 1, "itemType": "journalArticle", "title": "Image of the Outsider in Contemporary Lyrics", "creators": [ { "creatorType": "author", "firstName": "B.", "lastName": "Lee Cooper" } ], "abstractNote": "", "publicationTitle": "Journal of Popular Culture", "publisher": "", "place": "", "date": "1978", "volume": "12", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "168-178", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://mcgill.worldcat.org/title/the-image-of-the-outsider-in-contemporary-lyrics/oclc/ 439251486&referer=brief_results", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Cultural Studies" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:19:44Z", "dateModified": "2012-03-04T20:19:44Z" } }, { "key": "5TSUHRNV", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/5TSUHRNV", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/5TSUHRNV", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Stephens", "parsedDate": "2005-01", "numChildren": 0 }, "data": { "key": "5TSUHRNV", "version": 1, "itemType": "journalArticle", "title": "Pop Goes the Rapper: A Close Reading of Eminem's Genderphobia", "creators": [ { "creatorType": "author", "firstName": "V.", "lastName": "Stephens" } ], "abstractNote": "This article argues that controversial hip-hopper Eminem is more properly termed a genderphobe than a homophobe. Eminem consistently uses homophobic language to critique gender behaviour, not sexual orientation. Focusing on genderphobic lyrics more accurately reveals hip-\nhop culture's emphasis on gender behaviour rather than the emphasis on sexual object-choice that homophobia implies. The focus on genderphobia also highlights a discriminatory practice aimed toward external behaviour that is related to homophobia but operates differently in certain cultural realms. I ground my discussion by focusing on the centrality of authenticity in hip-hop and gender propriety's centrality in comprising hip-hop notions of authenticity. Additionally, I emphasise how all popstars rely on personae to convey convincing images to the public. I conclude by analysing the Pet Shop Boys and Mariah Carey's 'answer songs', which directly address Eminem's genderphobia and authenticity.", "publicationTitle": "Popular Music", "publisher": "", "place": "", "date": "January 2005", "volume": "24", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "21-36", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://www.jstor.org/stable/3877592", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Cultural Studies" }, { "tag": "Rap" }, { "tag": "Sex and Gender" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-03T23:07:16Z", "dateModified": "2012-03-04T20:18:05Z" } }, { "key": "MIME252R", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/MIME252R", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/MIME252R", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Adams and Fuller", "parsedDate": "2006-07", "numChildren": 0 }, "data": { "key": "MIME252R", "version": 1, "itemType": "journalArticle", "title": "The Words Have Changed But the Ideology Remains the Same: Misogynistic Lyrics in Rap Music", "creators": [ { "creatorType": "author", "firstName": "T.", "lastName": "Adams" }, { "creatorType": "author", "firstName": "D.", "lastName": "Fuller" } ], "abstractNote": "Rap music emerged as an aesthetic cultural expression of the urban youth in the late 1970s. It has been denoted as the poetry of the youth who are often disregarded as a result of their race and class status. Since it first came on the music scene, rap has gone through a number of phases, and it has been used as a medium to express a variety of ideas, feelings, and emotions. Hope, love, fear, anger, frustration, pride, violence, and misogyny have all been expressed through the medium of rap. This article examines the use of misogynistic ideology in gangsta rap and traces the connection between its prevalence in rap and the larger cultural picture of how African American women have been characterized historically.", "publicationTitle": "Journal of Black Studies", "publisher": "", "place": "", "date": "July 2006", "volume": "23", "issue": "6", "section": "", "partNumber": "", "partTitle": "", "pages": "938-957", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://www.jstor.org/stable/40034353", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Cultural Studies" }, { "tag": "Rap" }, { "tag": "Sex and Gender" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-03T23:04:26Z", "dateModified": "2012-03-04T20:17:37Z" } }, { "key": "HNPAWA3T", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/HNPAWA3T", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/HNPAWA3T", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Freudiger and Almquist", "parsedDate": "1978", "numChildren": 1 }, "data": { "key": "HNPAWA3T", "version": 1, "itemType": "journalArticle", "title": "Male and Female Roles in the Lyrics of Three Genres of Contemporary Music", "creators": [ { "creatorType": "author", "firstName": "P.", "lastName": "Freudiger" }, { "creatorType": "author", "firstName": "E.", "lastName": "Almquist" } ], "abstractNote": "", "publicationTitle": "Sex Roles", "publisher": "", "place": "", "date": "1978", "volume": "4", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "51-65", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Cultural Studies" }, { "tag": "Sex and Gender" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:15:54Z", "dateModified": "2012-03-04T20:17:01Z" } }, { "key": "76572CDE", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/76572CDE", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/76572CDE", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Lee Cooper", "parsedDate": "1998", "numChildren": 0 }, "data": { "key": "76572CDE", "version": 1, "itemType": "journalArticle", "title": "Images of Women in Popular Song Lyrics: A Bibliography", "creators": [ { "creatorType": "author", "firstName": "B.", "lastName": "Lee Cooper" } ], "abstractNote": "", "publicationTitle": "Popular Music and Society", "publisher": "", "place": "", "date": "1998", "volume": "22", "issue": "4", "section": "", "partNumber": "", "partTitle": "", "pages": "79-89", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://mcgill.worldcat.org/title/images-of-women-in-popular-song-lyrics-a-bibliography/oclc/", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Cultural Studies" }, { "tag": "Pop" }, { "tag": "Sex and Gender" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-03T23:09:38Z", "dateModified": "2012-03-04T20:16:29Z" } }, { "key": "PWB8D9U3", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/PWB8D9U3", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/PWB8D9U3", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Lee Cooper", "parsedDate": "1986", "numChildren": 0 }, "data": { "key": "PWB8D9U3", "version": 1, "itemType": "book", "title": "A resource guide to themes in contemporary American song lyrics, 1950-1985", "creators": [ { "creatorType": "author", "firstName": "B.", "lastName": "Lee Cooper" } ], "abstractNote": "", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "", "date": "1986", "publisher": "Greenwood press", "place": "New York", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "numPages": "", "ISBN": "", "DOI": "", "citationKey": "", "url": "http://mcgill.worldcat.org/title/resource-guide-to-themes-in-contemporary-american-song-lyrics-1950- 1985/oclc/12558683&referer=brief_results", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Cultural Studies" } ], "collections": [ "TUD2R5SQ" ], "relations": {}, "dateAdded": "2012-03-04T20:14:22Z", "dateModified": "2012-03-04T20:14:22Z" } }, { "key": "H4TMV5Z7", "version": 1, "library": { "type": "group", "id": 71076, "name": "Culturarium", "links": { "alternate": { "href": "https://www.zotero.org/groups/culturarium", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/71076/items/H4TMV5Z7", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/culturarium/items/H4TMV5Z7", "type": "text/html" } }, "meta": { "createdByUser": { "id": 940994, "username": "markturcato", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/markturcato", "type": "text/html" } } }, "creatorSummary": "Butchart and Lee Cooper", "parsedDate": "1987", "numChildren": 0 }, "data": { "key": "H4TMV5Z7", "version": 1, 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Received attention in the popular press. e.g.

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Tierney, J. “A Generation’s Vanity Heard Through Lyrics.” The New York Times, April 25 2011. Accessed March 1, 2012. url: http://www.nytimes.com/2011/04/26/science/26tier.html summary: Psychologist Dr. Dewall looks at vanity through computer analysis as expressed in lyrics of hit songs from 1980-2007.

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