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AI and Music: From Composition to Expressive Performance

Ramón López de Mántaras, Josep Lluís Arcos
2002 The AI Magazine  
Analysis and Synthesis of Expressive Intention Spain: Pompeu Fabra University Publishers. in a Clarinet Performance.  ...  compositional rules of classical harmony and lihood of application of an applicable rule by counterpoint.  ... 
doi:10.1609/aimag.v23i3.1656 dblp:journals/aim/MantarasA02 fatcat:34ovrcr26zd2dd7xwsvuelem3y

A survey of computer systems for expressive music performance

Alexis Kirke, Eduardo Reck Miranda
2009 ACM Computing Surveys  
We present a survey of research into automated and semiautomated computer systems for expressive performance of music.  ...  To highlight some of the possible future directions for new research, the review uses primary terms of reference based on four elements: testing status, expressive representation, polyphonic ability, and  ...  The Computational Music Emotion Rule System has a rule-set of 19 rules developed through analysis-by-synthesis.  ... 
doi:10.1145/1592451.1592454 fatcat:egv6z6kkwzfqfdb7g4cp3sw3ly

Deep Learning Techniques for Music Generation – A Survey [article]

Jean-Pierre Briot, Gaëtan Hadjeres, François-David Pachet
2019 arXiv   pre-print
To be performed by a human(s) (in the case of a musical score), or by a machine (in the case of an audio file). Representation - What are the concepts to be manipulated?  ...  This paper is a survey and an analysis of different ways of using deep learning (deep artificial neural networks) to generate musical content.  ...  In the domain of sound synthesis, a landmark was the release in 1983 by Yamaha of the DX 7 synthesizer, building on groundwork by Chowning on a model of synthesis based on frequency modulation (FM).  ... 
arXiv:1709.01620v4 fatcat:hma4znleorfpvh62cpupxu4fq4

A unit selection text-to-speech-and-singing synthesis framework from neutral speech: proof of concept

Marc Freixes, Francesc Alías, Joan Claudi Socoró
2019 EURASIP Journal on Audio, Speech, and Music Processing  
Text-to-speech (TTS) synthesis systems have been widely used in general-purpose applications based on the generation of speech.  ...  The viability of the proposal is evaluated considering three vocal ranges and two tempos on a proof-of-concept implementation using a 2.6-h Spanish neutral speech corpus.  ...  Authors' contributions All authors participated in the design of both the framework and its evaluation. MF and JCS carried out the proof-of-concept implementation, and MF conducted the experiments.  ... 
doi:10.1186/s13636-019-0163-y fatcat:rwcl3scbbzhkhhhpw2xfuigpei

From Artificial Neural Networks to Deep Learning for Music Generation – History, Concepts and Trends [article]

Jean-Pierre Briot
2020 arXiv   pre-print
A growing area of application is the generation of creative content, notably the case of music, the topic of this paper.  ...  After a short introduction to the topic illustrated by a recent exemple, the paper analyzes some early works from the late 1980s using artificial neural networks for music generation and how their pioneering  ...  support; and the various participants of our course on the topic 65 for their feedback.  ... 
arXiv:2004.03586v2 fatcat:tbuskpczorf37llv35xlhpavsa

From artificial neural networks to deep learning for music generation: history, concepts and trends

Jean-Pierre Briot
2020 Neural computing & applications (Print)  
A growing area of application is the generation of creative content, notably the case of music, the topic of this paper.  ...  Various examples of recent systems are introduced and analyzed to illustrate the variety of concerns and of techniques. * an image recognition competition (the ImageNet large scale visual recognition challenge  ...  support; and the various participants of our course on the topic 65 for their feedback.  ... 
doi:10.1007/s00521-020-05399-0 fatcat:yrjjfarnlbdphgaunk62luidg4

Subjective Evaluation of Music Compressed with the ACER Codec Compared to AAC, MP3, and Uncompressed PCM

Stuart Cunningham, Iain McGregor
2019 International Journal of Digital Multimedia Broadcasting  
Audio data compression has revolutionised the way in which the music industry and musicians sell and distribute their products.  ...  However, previous work did not evaluate ACER using subjective listening tests, leaving a gap to demonstrate its applicability under human audio perception tests.  ...  Conflicts of Interest The authors declare that there are no conflicts of interest regarding the publication of this paper.  ... 
doi:10.1155/2019/8265301 fatcat:vvirqrrqnzhazghuweenj3b7lq

The Third International Conference on Case-Based Reasoning (ICCBR '99)

Klaus-Dieter Althoff, Ralph Bergmann, Karl Branting
2001 The AI Magazine  
T his book provides a vision of the present and a challenge for the future of case-based reasoning research and applications.  ...  Paper Presentations The 24 technical paper presentations and 20 posters covered topics ranging from the sublime (expressive musical performance) to the mundane (locomotive diagnosis).  ...  He is currently a United States Supreme Court fellow at the Administrative Office of U.S. Courts, studying applications of AI in the judicial system.  ... 
doi:10.1609/aimag.v22i1.1548 dblp:journals/aim/AlthoffBB01 fatcat:lkjussomongodicizdxbthtmui

A Survey of Artificial Intelligence Research at the IIIA

Ramon Lopez de Mantaras
2014 The AI Magazine  
We focus our activities on a few well-defined sub-domains of Artificial Intelligence, positively avoiding dispersion and keeping a good balance between basic research and applications, and paying particular  ...  In this article, we survey some of the most relevant results we have obtained during the last 12 years.  ...  A significant number of competitive research projects have been, and are, also funded by European Community's R&D framework programs.  ... 
doi:10.1609/aimag.v35i3.2524 fatcat:botsq5l4fjg5jnshuw2b2fflgy

Content-Based Multimedia Retrieval [chapter]

Flora Amato, Luca Greco, Fabio Persia, Silvestro Roberto Poccia, Aniello De Santo
2015 Data-Centric Systems and Applications  
Until now, the most successful application is Shazam [90] . with audio analysis and synthesis with specific emphasis to music signals and music information retrieval.  ...  The challenging problem of music transcription is also addressed although it requires a much deeper analysis to extract pitch, attack, duration, and signal source of each sound in a music track [50] .  ... 
doi:10.1007/978-3-319-20062-0_14 fatcat:nzfmxokmebcjnpdsklbul3mfke

A Survey of Contributions to Fuzzy Logic and Its Applications to Artificial Intelligence at the IIIA [chapter]

Ramon Lopez de Mantaras, Lluis Godo, Enric Plaza, Carles Sierra
2015 Studies in Fuzziness and Soft Computing  
We focus our activities on a few well-defined sub-domains of Artificial Intelligence, positively avoiding dispersion and keeping a good balance between basic research and applications, and paying particular  ...  We focus our activities on a few well-defined sub-domains of Artifi-3 cial Intelligence, positively avoiding dispersion and keeping a good balance between 4 basic research and applications, and paying  ...  of the most successful and widely cited CBR system developed at our institute is 283 an application to the synthesis of expressive music performances [7, 8].  ... 
doi:10.1007/978-3-319-16235-5_6 fatcat:yx5v6dfyp5gupeewfbkjh5kke4

AI Methods in Algorithmic Composition: A Comprehensive Survey

J.D. Fernandez, F. Vico
2013 The Journal of Artificial Intelligence Research  
Algorithmic composition is the partial or total automation of the process of music composition by using computers.  ...  This survey aims to be a comprehensive account of research on algorithmic composition, presenting a thorough view of the field for researchers in Artificial Intelligence.  ...  Acknowledgments The authors wish to thank Ilias Bergstrom for his comments on a preliminary version of the manuscript.  ... 
doi:10.1613/jair.3908 fatcat:lz7tckzdg5d2zkcwjnblwrojua

Improving Reinforcement Learning by Using Case Based Heuristics [chapter]

Reinaldo A. C. Bianchi, Raquel Ros, Ramon Lopez de Mantaras
2009 Lecture Notes in Computer Science  
This work presents a new approach that allows the use of cases in a case base as heuristics to speed up Reinforcement Learning algorithms, combining Case Based Reasoning (CBR) and Reinforcement Learning  ...  CB-HARL is a subset of RL that makes use of a heuristic function derived from a case base, in a Case Based Reasoning manner.  ...  and treatment of many medical problems (4) , to the synthesis of high quality expressive music (5) .  ... 
doi:10.1007/978-3-642-02998-1_7 fatcat:ktzgvgxicnbczek7bp5t67yjau

The collaborative filtering recommendation based on SOM cluster-indexing CBR

T Roh
2003 Expert systems with applications  
This paper demonstrates the utility of the CF recommendation based on SOM cluster-indexing CBR with validation against control algorithms through an open dataset of user preference. q  ...  The main concerns of the CF algorithm are about prediction accuracy, speed of response time, problem of data sparsity, and scalability.  ...  Acknowledgements This research was financially supported by Han Sung University in the year of 2003.  ... 
doi:10.1016/s0957-4174(03)00067-8 fatcat:qq5soh7eazajnpiubbbls35ndu

A Knowledge-Light Approach to Regression Using Case-Based Reasoning [chapter]

Neil McDonnell, Pádraig Cunningham
2006 Lecture Notes in Computer Science  
The challenge when using transformational adaptation is to acquire the set of rules needed to alter retrieved solutions appropriately.  ...  Typical system tasks include assisting users in their choice of books, music, flights, restaurants, etc.  ...  Thesis Summary Introduction to regression and CBR (Chapters 2 & 3) The regression task simply involves predicting the value of a numeric variable, for example, predicting the value of a house given its  ... 
doi:10.1007/11805816_9 fatcat:w32csyxhofeedn2s3q6ymx4zz4
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