[{"title":"Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization","publication_identifier":{"isbn":["978-3-030-43886-9"],"issn":["1865-0929"],"eissn":["1865-0937"],"eisbn":["978-3-030-43887-6"]},"author":[{"full_name":"Leemhuis, Alexander","last_name":"Leemhuis","first_name":"Alexander"},{"first_name":"Simon","last_name":"Waloschek","full_name":"Waloschek, Simon"},{"last_name":"Hadjakos","id":"58704","full_name":"Hadjakos, Aristotelis","first_name":"Aristotelis"}],"intvolume":"      1168","publication_status":"published","volume":1168,"date_created":"2025-04-16T07:52:39Z","language":[{"iso":"eng"}],"citation":{"short":"A. Leemhuis, S. Waloschek, A. Hadjakos, Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Springer International Publishing, Cham, 2020.","mla":"Leemhuis, Alexander, et al. “Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization.” <i>Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019</i>, edited by Peggy Cellier and Kurt Driessens, vol. 1168, Springer International Publishing, 2020, pp. 462–69, <a href=\"https://doi.org/10.1007/978-3-030-43887-6_39\">https://doi.org/10.1007/978-3-030-43887-6_39</a>.","apa":"Leemhuis, A., Waloschek, S., &#38; Hadjakos, A. (2020). Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization. In P. Cellier &#38; K. Driessens (Eds.), <i>Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019</i> (Vol. 1168, pp. 462–469). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-43887-6_39\">https://doi.org/10.1007/978-3-030-43887-6_39</a>","ufg":"<b>Leemhuis, Alexander/Waloschek, Simon/Hadjakos, Aristotelis</b>: Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Bd. 1168, hg. von Cellier, Peggy/Driessens, Kurt, Cham 2020 (Communications in Computer and Information Science ).","chicago-de":"Leemhuis, Alexander, Simon Waloschek und Aristotelis Hadjakos. 2020. <i>Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization</i>. Hg. von Peggy Cellier und Kurt Driessens. <i>Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019</i>. Bd. 1168. Communications in Computer and Information Science . Cham: Springer International Publishing. doi:<a href=\"https://doi.org/10.1007/978-3-030-43887-6_39\">10.1007/978-3-030-43887-6_39</a>, .","havard":"A. Leemhuis, S. Waloschek, A. Hadjakos, Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Springer International Publishing, Cham, 2020.","bjps":"<b>Leemhuis A, Waloschek S and Hadjakos A</b> (2020) <i>Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization</i>, Cellier P and Driessens K (eds). Cham: Springer International Publishing.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Leemhuis, Alexander</span> ; <span style=\"font-variant:small-caps;\">Waloschek, Simon</span> ; <span style=\"font-variant:small-caps;\">Hadjakos, Aristotelis</span> ; <span style=\"font-variant:small-caps;\">Cellier, P.</span> ; <span style=\"font-variant:small-caps;\">Driessens, K.</span> (Hrsg.): <i>Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization</i>, <i>Communications in Computer and Information Science </i>. Bd. 1168. Cham : Springer International Publishing, 2020","chicago":"Leemhuis, Alexander, Simon Waloschek, and Aristotelis Hadjakos. <i>Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization</i>. Edited by Peggy Cellier and Kurt Driessens. <i>Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019</i>. Vol. 1168. Communications in Computer and Information Science . Cham: Springer International Publishing, 2020. <a href=\"https://doi.org/10.1007/978-3-030-43887-6_39\">https://doi.org/10.1007/978-3-030-43887-6_39</a>.","ieee":"A. Leemhuis, S. Waloschek, and A. Hadjakos, <i>Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization</i>, vol. 1168. Cham: Springer International Publishing, 2020, pp. 462–469. doi: <a href=\"https://doi.org/10.1007/978-3-030-43887-6_39\">10.1007/978-3-030-43887-6_39</a>.","van":"Leemhuis A, Waloschek S, Hadjakos A. Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization. Cellier P, Driessens K, editors. Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019. Cham: Springer International Publishing; 2020. (Communications in Computer and Information Science ; vol. 1168).","ama":"Leemhuis A, Waloschek S, Hadjakos A. <i>Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization</i>. Vol 1168. (Cellier P, Driessens K, eds.). Springer International Publishing; 2020:462-469. doi:<a href=\"https://doi.org/10.1007/978-3-030-43887-6_39\">10.1007/978-3-030-43887-6_39</a>"},"place":"Cham","_id":"12807","series_title":"Communications in Computer and Information Science ","publication":"Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019","date_updated":"2025-06-26T13:36:14Z","doi":"10.1007/978-3-030-43887-6_39","type":"conference_editor_article","editor":[{"first_name":"Peggy","full_name":"Cellier, Peggy","last_name":"Cellier"},{"first_name":"Kurt","last_name":"Driessens","full_name":"Driessens, Kurt"}],"publisher":"Springer International Publishing","keyword":["Bach chorale harmonization","Deep learning","Beam search"],"page":"462–469","conference":{"location":"Würzburg","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)","end_date":"2019-09-20","start_date":"2019-09-16"},"abstract":[{"text":"Writing chorales in the style of Bach has been a music theory exercise for generations of music students. As such it is not surprising that automatic Bach chorale harmonization has been a topic in music technology for decades. We suggest several improvements to current neural network solutions based on musicological insights into human choral composition practices. Evaluations with expert listeners show that the generated chorales closely resemble Bach's harmonization style.","lang":"eng"}],"department":[{"_id":"DEP2000"}],"user_id":"83781","year":"2020","status":"public"},{"extern":"1","keyword":["Ambient Intelligence","Ubiquitous Computing","Smart Spaces","Aesthetics","Design","Architecture","HCI","Ambient Assisted Living"],"abstract":[{"text":"One of the open questions in the concept of ambient intelligence regards user interfaces to these invisible computers. If at all, how do they show up – and how does ambient intelligence in general and the user interfaces in particular change architectural space. As computers become ubiquitous or ambient, they create spatial relations towards other devices and to the place that they are located in. This paper formulates chances and challenges for both architecture and HCI.","lang":"eng"}],"conference":{"name":"AmI 2013 Workshops","start_date":"201312-03","end_date":"2013-12-05","location":"Dublin, Ireland"},"page":"213-216","year":2013,"user_id":"15514","department":[{"_id":"DEP5023"}],"status":"public","date_updated":"2023-03-15T13:49:52Z","doi":"10.1007/978-3-319-04406-4_21","type":"conference","publisher":"Springer","editor":[{"last_name":"O’Grady","full_name":"O’Grady, Michael ","first_name":"Michael "},{"first_name":"Hamed","full_name":" Vahdat-Nejad, Hamed","last_name":" Vahdat-Nejad"},{"last_name":" Wolf","full_name":" Wolf, Klaus-Hendrik","first_name":"Klaus-Hendrik"},{"first_name":"Mauro","last_name":" Dragone","full_name":" Dragone, Mauro"},{"first_name":"Juan ","full_name":"Ye, Juan ","last_name":"Ye"},{"full_name":"Röcker, Carsten ","last_name":"Röcker","first_name":"Carsten "},{"full_name":" O'Hare, Gregory ","last_name":" O'Hare","first_name":"Gregory "}],"_id":"4379","oa":"1","series_title":"Communications in Computer and Information Science","publication":"Evolving Ambient Intelligence","main_file_link":[{"open_access":"1"}],"title":"Computer-Mediated Human Architecture Interaction","intvolume":"       413","author":[{"first_name":"Kai","full_name":"Kasugai, Kai","last_name":"Kasugai"},{"first_name":"Carsten","full_name":"Röcker, Carsten","last_name":"Röcker","id":"61525"}],"publication_identifier":{"issn":["1865-0929"],"isbn":["978-3-319-04405-7"],"eisbn":["978-3-319-04406-4"]},"place":"Cham","citation":{"ufg":"<b>Kasugai, Kai/Röcker, Carsten (2013)</b>: Computer-Mediated Human Architecture Interaction, in: Michael  O’Grady et. al. (Hgg.): <i>Evolving Ambient Intelligence</i> (=<i>Communications in Computer and Information Science 413</i>), Cham, S. 213–216.","chicago-de":"Kasugai, Kai und Carsten Röcker. 2013. Computer-Mediated Human Architecture Interaction. In: <i>Evolving Ambient Intelligence</i>, hg. von Michael  O’Grady, Hamed  Vahdat-Nejad, Klaus-Hendrik  Wolf, Mauro  Dragone, Juan  Ye, Carsten  Röcker, und Gregory   O’Hare, 413:213–216. Communications in Computer and Information Science. Cham: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-319-04406-4_21,\">10.1007/978-3-319-04406-4_21,</a> .","short":"K. Kasugai, C. Röcker, in: M. O’Grady, H.  Vahdat-Nejad, K.-H.  Wolf, M.  Dragone, J. Ye, C. Röcker, G.  O’Hare (Eds.), Evolving Ambient Intelligence, Springer, Cham, 2013, pp. 213–216.","mla":"Kasugai, Kai, and Carsten Röcker. “Computer-Mediated Human Architecture Interaction.” <i>Evolving Ambient Intelligence</i>, edited by Michael  O’Grady et al., vol. 413, Springer, 2013, pp. 213–16, doi:<a href=\"https://doi.org/10.1007/978-3-319-04406-4_21\">10.1007/978-3-319-04406-4_21</a>.","apa":"Kasugai, K., &#38; Röcker, C. (2013). Computer-Mediated Human Architecture Interaction. In M. O’Grady, H.  Vahdat-Nejad, K.-H.  Wolf, M.  Dragone, J. Ye, C. Röcker, &#38; G.  O’Hare (Eds.), <i>Evolving Ambient Intelligence</i> (Vol. 413, pp. 213–216). Cham: Springer. <a href=\"https://doi.org/10.1007/978-3-319-04406-4_21\">https://doi.org/10.1007/978-3-319-04406-4_21</a>","havard":"K. Kasugai, C. Röcker, Computer-Mediated Human Architecture Interaction, in: M. O’Grady, H.  Vahdat-Nejad, K.-H.  Wolf, M.  Dragone, J. Ye, C. Röcker, G.  O’Hare (Eds.), Evolving Ambient Intelligence, Springer, Cham, 2013: pp. 213–216.","chicago":"Kasugai, Kai, and Carsten Röcker. “Computer-Mediated Human Architecture Interaction.” In <i>Evolving Ambient Intelligence</i>, edited by Michael  O’Grady, Hamed  Vahdat-Nejad, Klaus-Hendrik  Wolf, Mauro  Dragone, Juan  Ye, Carsten  Röcker, and Gregory   O’Hare, 413:213–16. Communications in Computer and Information Science. Cham: Springer, 2013. <a href=\"https://doi.org/10.1007/978-3-319-04406-4_21\">https://doi.org/10.1007/978-3-319-04406-4_21</a>.","bjps":"<b>Kasugai K and Röcker C</b> (2013) Computer-Mediated Human Architecture Interaction. In O’Grady M et al. (eds), <i>Evolving Ambient Intelligence</i>, vol. 413. Cham: Springer, pp. 213–216.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Kasugai, Kai</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Computer-Mediated Human Architecture Interaction. In: <span style=\"font-variant:small-caps;\">O’Grady, M.</span> ; <span style=\"font-variant:small-caps;\"> Vahdat-Nejad, H.</span> ; <span style=\"font-variant:small-caps;\"> Wolf, K.-H.</span> ; <span style=\"font-variant:small-caps;\"> Dragone, M.</span> ; <span style=\"font-variant:small-caps;\">Ye, J.</span> ; <span style=\"font-variant:small-caps;\">Röcker, C.</span> ; <span style=\"font-variant:small-caps;\"> O’Hare, G.</span> (Hrsg.): <i>Evolving Ambient Intelligence</i>, <i>Communications in Computer and Information Science</i>. Bd. 413. Cham : Springer, 2013, S. 213–216","van":"Kasugai K, Röcker C. Computer-Mediated Human Architecture Interaction. In: O’Grady M,  Vahdat-Nejad H,  Wolf K-H,  Dragone M, Ye J, Röcker C, et al., editors. Evolving Ambient Intelligence. Cham: Springer; 2013. p. 213–6. (Communications in Computer and Information Science; vol. 413).","ama":"Kasugai K, Röcker C. Computer-Mediated Human Architecture Interaction. In: O’Grady M,  Vahdat-Nejad H,  Wolf K-H, et al., eds. <i>Evolving Ambient Intelligence</i>. Vol 413. Communications in Computer and Information Science. Cham: Springer; 2013:213-216. doi:<a href=\"https://doi.org/10.1007/978-3-319-04406-4_21\">10.1007/978-3-319-04406-4_21</a>","ieee":"K. Kasugai and C. Röcker, “Computer-Mediated Human Architecture Interaction,” in <i>Evolving Ambient Intelligence</i>, Dublin, Ireland, 2013, vol. 413, pp. 213–216."},"date_created":"2021-01-15T10:49:15Z","language":[{"iso":"eng"}],"volume":413,"publication_status":"published"}]