- author = "Lee Spector and Adam Alpern",
- title = "Induction and Recapitulation of Deep Musical Structure",
- booktitle = "Proceedings of International Joint Conference on Artificial Intelligence, IJCAI'95 Workshop on Music and AI",
- year = "1995",
- address = "Montreal, Quebec, Canada",
- month = "20-25 " # aug,
- organisation = "IJCAII,AAAI,CSCSI",
- keywords = "genetic algorithms, genetic programming, ANN, Music, Jazz, Charlie Parker, Lisp",
- size = "8 pages",
- abstract = "We describe recent extensions to our framework for the automatic generation of music-making programs. We have previously used genetic programming techniques to produce musicmaking programs that satisfy user-provided critical criteria. we describe new work on the use of connectionist techniques to automatically induce musical structure from a corpus. We show how the resulting neural networks can be used as critics that drive our genetic programming system. We argue that this framework can potentially support the induction and recapitulation of deep structural features of music. We present some initial results produced using neural and hybrid symbolic/neural critics, and we discuss directions for future work.",
-
URL = "
http://hampshire.edu/lspector/pubs/IJCAI95mus-toappear.ps",
-
URL = "
https://faculty.hampshire.edu/lspector/pubs/IJCAI95mus-toappear.pdf",
-
notes = "
Induce musical structure in ANN from body of musical works, use resulting ANN as critic used to provide GP fitness function. Uses 96 indexed memory cells plus various block copy primitives and iteration. Yields anytime GP. As in \cite{Spector:1994:ccaga} high fitness GP produced music does not appeal artistically to the author.
See http://hampshire.edu/lspector/genbebop.html
June 2024 IJCAI95mus-toappear.ps only has last page, use .pdf instead",
