[{"editor":[{"full_name":"Cellier, Peggy","last_name":"Cellier","first_name":"Peggy"},{"full_name":"Driessens, Kurt","last_name":"Driessens","first_name":"Kurt"}],"publisher":"Springer International Publishing","type":"conference_editor_article","doi":"10.1007/978-3-030-43887-6_39","date_updated":"2025-06-26T13:36:14Z","status":"public","user_id":"83781","year":"2020","department":[{"_id":"DEP2000"}],"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"}],"page":"462–469","conference":{"end_date":"2019-09-20","start_date":"2019-09-16","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)","location":"Würzburg"},"keyword":["Bach chorale harmonization","Deep learning","Beam search"],"citation":{"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","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.","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>.","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>","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).","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>","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>.","short":"A. Leemhuis, S. Waloschek, A. Hadjakos, Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Springer International Publishing, Cham, 2020.","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>, .","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 ).","havard":"A. Leemhuis, S. Waloschek, A. Hadjakos, Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Springer International Publishing, Cham, 2020."},"place":"Cham","volume":1168,"publication_status":"published","date_created":"2025-04-16T07:52:39Z","language":[{"iso":"eng"}],"author":[{"first_name":"Alexander","last_name":"Leemhuis","full_name":"Leemhuis, Alexander"},{"first_name":"Simon","full_name":"Waloschek, Simon","last_name":"Waloschek"},{"id":"58704","last_name":"Hadjakos","full_name":"Hadjakos, Aristotelis","first_name":"Aristotelis"}],"intvolume":"      1168","publication_identifier":{"eissn":["1865-0937"],"issn":["1865-0929"],"isbn":["978-3-030-43886-9"],"eisbn":["978-3-030-43887-6"]},"title":"Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization","publication":"Machine Learning and Knowledge Discovery in Databases : International Workshops of ECML PKDD 2019","series_title":"Communications in Computer and Information Science ","_id":"12807"},{"publication_status":"published","date_created":"2025-04-24T07:46:39Z","language":[{"iso":"eng"}],"citation":{"havard":"A. Berndt, S. Waloschek, A. Hadjakos, J. Veit, Inside Beethoven!, ACM, New York, NY, 2020.","ieee":"A. Berndt, S. Waloschek, A. Hadjakos, and J. Veit, <i>Inside Beethoven!</i> New York, NY: ACM, 2020, pp. 245–248. doi: <a href=\"https://doi.org/10.1145/3411109.3411115\">10.1145/3411109.3411115</a>.","ama":"Berndt A, Waloschek S, Hadjakos A, Veit J. <i>Inside Beethoven!</i> (Groß-Vogt K, ed.). ACM; 2020:245-248. doi:<a href=\"https://doi.org/10.1145/3411109.3411115\">10.1145/3411109.3411115</a>","van":"Berndt A, Waloschek S, Hadjakos A, Veit J. Inside Beethoven! Groß-Vogt K, editor. Proceedings of the 15th International Audio Mostly Conference. New York, NY: ACM; 2020.","bjps":"<b>Berndt A <i>et al.</i></b> (2020) <i>Inside Beethoven!</i>, Groß-Vogt K (ed.). New York, NY: ACM.","short":"A. Berndt, S. Waloschek, A. Hadjakos, J. Veit, Inside Beethoven!, ACM, New York, NY, 2020.","apa":"Berndt, A., Waloschek, S., Hadjakos, A., &#38; Veit, J. (2020). Inside Beethoven! In K. Groß-Vogt (Ed.), <i>Proceedings of the 15th International Audio Mostly Conference</i> (pp. 245–248). ACM. <a href=\"https://doi.org/10.1145/3411109.3411115\">https://doi.org/10.1145/3411109.3411115</a>","mla":"Berndt, Axel, et al. “Inside Beethoven!” <i>Proceedings of the 15th International Audio Mostly Conference</i>, edited by Katharina  Groß-Vogt, ACM, 2020, pp. 245–48, <a href=\"https://doi.org/10.1145/3411109.3411115\">https://doi.org/10.1145/3411109.3411115</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Berndt, Axel</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;\">Veit, Joachim</span> ; <span style=\"font-variant:small-caps;\">Groß-Vogt, K.</span> (Hrsg.): <i>Inside Beethoven!</i> New York, NY : ACM, 2020","ufg":"<b>Berndt, Axel u. a.</b>: Inside Beethoven!, hg. von Groß-Vogt, Katharina, New York, NY 2020.","chicago":"Berndt, Axel, Simon Waloschek, Aristotelis Hadjakos, and Joachim Veit. <i>Inside Beethoven!</i> Edited by Katharina  Groß-Vogt. <i>Proceedings of the 15th International Audio Mostly Conference</i>. New York, NY: ACM, 2020. <a href=\"https://doi.org/10.1145/3411109.3411115\">https://doi.org/10.1145/3411109.3411115</a>.","chicago-de":"Berndt, Axel, Simon Waloschek, Aristotelis Hadjakos und Joachim Veit. 2020. <i>Inside Beethoven!</i> Hg. von Katharina  Groß-Vogt. <i>Proceedings of the 15th International Audio Mostly Conference</i>. New York, NY: ACM. doi:<a href=\"https://doi.org/10.1145/3411109.3411115\">10.1145/3411109.3411115</a>, ."},"place":"New York, NY","publication_identifier":{"isbn":["978-1-4503-7563-4"]},"author":[{"first_name":"Axel","full_name":"Berndt, Axel","last_name":"Berndt"},{"first_name":"Simon","full_name":"Waloschek, Simon","last_name":"Waloschek"},{"full_name":"Hadjakos, Aristotelis","id":"58704","last_name":"Hadjakos","first_name":"Aristotelis"},{"first_name":"Joachim","last_name":"Veit","full_name":"Veit, Joachim"}],"title":"Inside Beethoven!","alternative_title":["a musical installation for a new listening perspective"],"publication":"Proceedings of the 15th International Audio Mostly Conference","_id":"12857","editor":[{"first_name":"Katharina ","last_name":"Groß-Vogt","full_name":"Groß-Vogt, Katharina "}],"publisher":"ACM","type":"conference_editor_article","doi":"10.1145/3411109.3411115","date_updated":"2025-06-26T09:01:06Z","status":"public","department":[{"_id":"DEP2000"}],"year":"2020","user_id":"83781","conference":{"location":"Graz, AUSTRIA","end_date":"2020-09-17","start_date":"2020-09-15","name":"15th International Audio Mostly Conference (AM)"},"page":"245-248","abstract":[{"lang":"eng","text":"On the occasion of the 250th anniversary celebrations of Ludwig van Beethoven in 2020, we developed the musical room installation \"Inside Beethoven! The Audience Goes on Stage\". It is a stage with virtual musicians. Visitors are invited to enter, take the position of the musicians and listen to each of them at close range. The installation emulates the listening perspective of the musicians, thus, providing an uncommon experience to visitors who are mostly used to listen to music from recordings or from a concert audience's perspective. The musicians play Beethoven's septet op. 20 and its trio arrangement op. 38, two exclusive 14 channel music productions. Both versions are aligned and can be switched seamlessly. Digital music stands visualize the score. In this paper we trace the genesis and construction of the installation and point at some conceptual and technical challenges tackled."}],"keyword":["Beethoven","Music","Artistic Installation"]}]