Search Results - "Pachet, François"

Markov constraints: steerable generation of Markov sequences by Pachet, François, Roy, Pierre

“…Markov chains are a well known tool to model temporal properties of many phenomena, from text structure to fluctuations in economics. Because they are easy to…”
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Machine learning research that matters for music creation: A case study by Sturm, Bob L., Ben-Tal, Oded, Monaghan, Úna, Collins, Nick, Herremans, Dorien, Chew, Elaine, Hadjeres, Gaëtan, Deruty, Emmanuel, Pachet, François

“…Research applying machine learning to music modelling and generation typically proposes model architectures, training methods and datasets, and gauges system…”
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Predicting the Composer and Style of Jazz Chord Progressions by Hedges, Thomas, Roy, Pierre, Pachet, François

“…Jazz music is a genre that consists mainly of improvising over known tunes, represented as a lead sheet. This study addresses the question 'to what extent does…”
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Deep learning for music generation: challenges and directions by Briot, Jean-Pierre, Pachet, François

“…In addition to traditional tasks such as prediction, classification and translation, deep learning is receiving growing attention as an approach for music…”
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Human-Made Rock Mixes Feature Tight Relations Between Spectrum and Loudness by Deruty, Emmanuel, Pachet, François, Roy, Pierre

“…Sophisticated production and mixing techniques in the rock music genre were developed in the second half of the 20th century, but there is no unified theory of…”
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Classification of dog barks: a machine learning approach by Molnár, Csaba, Kaplan, Frédéric, Roy, Pierre, Pachet, François, Pongrácz, Péter, Dóka, Antal, Miklósi, Ádám

“…In this study we analyzed the possible context-specific and individual-specific features of dog barks using a new machine-learning algorithm. A pool containing…”
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Finding good acoustic features for parrot vocalizations: The feature generation approach by Giret, Nicolas, Roy, Pierre, Albert, Aurélie, Pachet, François, Kreutzer, Michel, Bovet, Dalila

“…A crucial step in the understanding of vocal behavior of birds is to be able to classify calls in the repertoire into meaningful types. Methods developed to…”
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The skipping behavior of users of music streaming services and its relation to musical structure by Montecchio, Nicola, Roy, Pierre, Pachet, François

“…The behavior of users of music streaming services is investigated from the point of view of the temporal dimension of individual songs. Specifically, the main…”
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Closed-loop bird–computer interactions: a new method to study the role of bird calls by Lerch, Alexandre, Roy, Pierre, Pachet, François, Nagle, Laurent

“…In the field of songbird research, many studies have shown the role of male songs in territorial defense and courtship. Calling, another important acoustic…”
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Description-Based Design of Melodies by Pachet, François

“…Pacheta offers a novel approach to music composition called description-based design that attempts to remove the need for the user to understand anything…”
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Analytical Features: A Knowledge-Based Approach to Audio Feature Generation by Pachet, François, Roy, Pierre

“…We present a feature generation system designed to create audio features for supervised classification tasks. The main contribution to feature generation…”
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The bag-of-frames approach to audio pattern recognition : A sufficient model for urban soundscapes but not for polyphonic music by AUCOUTURIER, Jean-Julien, DEFREVILLE, Boris, PACHET, Francois

“…The "bag-of-frames" approach (BOF) to audio pattern recognition represents signals as the long-term statistical distribution of their local spectral features…”
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Maximum entropy models capture melodic styles by Sakellariou, Jason, Tria, Francesca, Loreto, Vittorio, Pachet, Francois

“…We introduce a Maximum Entropy model able to capture the statistics of melodies in music. The model can be used to generate new melodies that emulate the style…”
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Jamming with Plunderphonics: Interactive concatenative synthesis of music by Aucouturier, Jean-Julien, Pachet, François

“…This paper proposes to use the techniques of Concatenative Sound Synthesis in the context of real-time Music Interaction. We describe a system that generates…”
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Analytical Features: A Knowledge-Based Approach to Audio Feature Generation by Pachet, François, Roy, Pierre

“…We present a feature generation system designed to create audio features for supervised classification tasks. The main contribution to feature generation…”
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The Cuidado music browser: an end-to-end electronic music distribution system by Pachet, François, Aucouturier, Jean-Julien, La Burthe, Amaury, Zils, Aymeric, Beurive, Anthony

“…Issue Title: Part I Video and Audio; Papers from the third International Workshop on Content-Based Multimedia Indexing (CBMI'2003, Rennes, France, September…”
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Action Identity in Style Simulation Systems: Do Players Consider Machine-Generated Music As of Their Own Style? by Khatchatourov, Armen, Pachet, François, Rowe, Victoria

“…The generation of musical material in a given style has been the subject of many studies with the increased sophistication of artificial intelligence models of…”
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"The way it Sounds": timbre models for analysis and retrieval of music signals by Aucouturier, J.-J., Pachet, F., Sandler, M.

“…Electronic Music Distribution is in need of robust and automatically extracted music descriptors. An important attribute of a piece of polyphonic music is what…”
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Improving Multilabel Analysis of Music Titles: A Large-Scale Validation of the Correction Approach by Pachet, F., Roy, P.

“…This paper addresses the problem of automatically extracting perceptive information from acoustic signals, in a supervised classification context. Global…”
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GLSR-VAE: Geodesic latent space regularization for variational autoencoder architectures by Hadjeres, Gaetan, Nielsen, Frank, Pachet, Francois

“…VAEs (Variational AutoEncoders) have proved to be powerful in the context of density modeling and have been used in a variety of contexts for creative…”
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