Philippe Esling

57 papers A* 1C 1Misc 3Journal 32Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Adding temporal musical controls on top of pretrained generative models. ISMIR Sarah Nabi, Nils Demerlé, Geoffroy Peeters, Frédéric Bevilacqua, Philippe Esling
2025	Misc	`conf`	Keep what you need : extracting efficient subnetworks from large audio representation models. ICASSP David Genova, Philippe Esling, Tom Hurlin
2025	J	`jnl`	Keep what you need : extracting efficient subnetworks from large audio representation models. CoRR David Genova, Philippe Esling, Tom Hurlin
2024	—	`conf`	Combining Audio Control and Style Transfer Using Latent Diffusion. ISMIR Nils Demerlé, Philippe Esling, Guillaume Doras, David Genova
2024	J	`jnl`	Combining audio control and style transfer using latent diffusion. CoRR Nils Demerlé, Philippe Esling, Guillaume Doras, David Genova
2024	—	`conf`	Embodied exploration of deep latent spaces in interactive dance-music performance. MOCO Sarah Nabi, Philippe Esling, Geoffroy Peeters, Frédéric Bevilacqua
2024	—	`conf`	Unsupervised Composable Representations for Audio. ISMIR Giovanni Bindi, Philippe Esling
2024	J	`jnl`	Unsupervised Composable Representations for Audio. CoRR Giovanni Bindi, Philippe Esling
2023	Misc	`conf`	Continuous Descriptor-Based Control for Deep Audio Synthesis. ICASSP Ninon Devis, Nils Demerlé, Sarah Nabi, David Genova, Philippe Esling
2023	J	`jnl`	Continuous descriptor-based control for deep audio synthesis. CoRR Ninon Devis, Nils Demerlé, Sarah Nabi, David Genova, Philippe Esling
2023	Misc	`conf`	Is Quality Enoughƒ Integrating Energy Consumption in a Large-Scale Evaluation of Neural Audio Synthesis Models. ICASSP Constance Douwes, Giovanni Bindi, Antoine Caillon, Philippe Esling, Jean-Pierre Briot
2023	J	`jnl`	SingSong: Generating musical accompaniments from singing. CoRR Chris Donahue, Antoine Caillon, Adam Roberts, Ethan Manilow, Philippe Esling, Andrea Agostinelli, Mauro Verzetti, Ian Simon, Olivier Pietquin, Neil Zeghidour, Jesse H. Engel
2022	—	`conf`	Challenges in creative generative models for music: a divergence maximization perspective. AIMC Axel Chemla-Romeu-Santos, Philippe Esling
2022	J	`jnl`	Challenges in creative generative models for music: a divergence maximization perspective. CoRR Axel Chemla-Romeu-Santos, Philippe Esling
2022	J	`jnl`	Creative divergent synthesis with generative models. CoRR Axel Chemla-Romeu-Santos, Philippe Esling
2022	J	`jnl`	HEAR 2021: Holistic Evaluation of Audio Representations. CoRR Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
2022	J	`jnl`	Streamable Neural Audio Synthesis With Non-Causal Convolutions. CoRR Antoine Caillon, Philippe Esling
2021	J	`jnl`	A Multi-Objective Approach for Sustainable Generative Audio Models. CoRR Constance Douwes, Philippe Esling, Jean-Pierre Briot
2021	J	`jnl`	Dynamic Computer-Aided Orchestration in Practice with Orchidea. Comput. Music. J. Carmine-Emanuele Cella, Daniele Ghisi, Yan Maresz, Alessandro Petrolati, Alexandre Teiller, Philippe Esling
2021	—	`ed.`	HEAR: Holistic Evaluation of Audio Representations, Virtual Event, December 13-14, 2021 HEAR@NeurIPS Joseph Turian, Björn W. Schuller, Dorien Herremans, Katrin Kirchhoff, L. Paola García-Perera, Philippe Esling
2021	—	`conf`	HEAR: Holistic Evaluation of Audio Representations. NeurIPS (Competition and Demos) Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
2021	J	`jnl`	RAVE: A variational autoencoder for fast and high-quality neural audio synthesis. CoRR Antoine Caillon, Philippe Esling
2021	J	`jnl`	Signal-domain representation of symbolic music for learning embedding spaces. CoRR Mathieu Prang, Philippe Esling
2021	J	`jnl`	Spectrogram Inpainting for Interactive Generation of Instrument Sounds. CoRR Théis Bazin, Gaëtan Hadjeres, Philippe Esling, Mikhail Malt
2020	—	`conf`	Attributes-Aware Deep Music Transformation. ISMIR Lisa Kawai, Philippe Esling, Tatsuya Harada
2020	—	`conf`	Automatic Music Transcription and Instrument Transposition with Differentiable Rendering. AIMC Hayato Sumino, Adrien Bitton, Lisa Kawai, Philippe Esling, Tatsuya Harada
2020	J	`jnl`	Creativity in the era of artificial intelligence. CoRR Philippe Esling, Ninon Devis
2020	J	`jnl`	Cross-modal variational inference for bijective signal-symbol translation. CoRR Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag
2020	J	`jnl`	Diet deep generative audio models with structured lottery. CoRR Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla-Romeu-Santos, Constance Douwes
2020	A*	`conf`	FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows. IJCAI Philippe Esling, Naotake Masuda, Axel Chemla-Romeu-Santos
2020	J	`jnl`	Neural Granular Sound Synthesis. CoRR Adrien Bitton, Philippe Esling, Tatsuya Harada
2020	—	`conf`	Signal-domain representation of symbolic music for learning embedding spaces. AIMC Mathieu Prang, Philippe Esling
2020	—	`conf`	Spectrogram Inpainting for Interactive Generation of Instrument Sounds. AIMC Théis Bazin, Gaëtan Hadjeres, Philippe Esling, Mikhail Malt
2020	J	`jnl`	Timbre latent space: exploration and creative aspects. CoRR Antoine Caillon, Adrien Bitton, Brice Gatinet, Philippe Esling
2020	—	`conf`	Ultra-light deep MIR by trimming lottery tickets. ISMIR Philippe Esling, Théis Bazin, Adrien Bitton, Tristan Carsault, Ninon Devis
2020	J	`jnl`	Ultra-light deep MIR by trimming lottery tickets. CoRR Philippe Esling, Théis Bazin, Adrien Bitton, Tristan Carsault, Ninon Devis
2020	J	`jnl`	Vector-Quantized Timbre Representation. CoRR Adrien Bitton, Philippe Esling, Tatsuya Harada
2019	J	`jnl`	Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders. CoRR Adrien Bitton, Philippe Esling, Antoine Caillon, Martin Fouilleul
2019	—	`conf`	Folded CQT RCNN For Real-time Recognition of Instrument Playing Techniques. ISMIR Jean-François Ducher, Philippe Esling
2019	—	`conf`	Multi-Step Chord Sequence Prediction Based On Aggregated Multi-Scale Encoder-Decoder Networks. MLSP Tristan Carsault, Andrew McLeod, Philippe Esling, Jérôme Nika, Eita Nakamura, Kazuyoshi Yoshii
2019	J	`jnl`	Multi-Step Chord Sequence Prediction Based on Aggregated Multi-Scale Encoder-Decoder Network. CoRR Tristan Carsault, Andrew McLeod, Philippe Esling, Jérôme Nika, Eita Nakamura, Kazuyoshi Yoshii
2019	C	`conf`	Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds. ICCC Cyran Aouameur, Philippe Esling, Gaëtan Hadjeres
2019	J	`jnl`	Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds. CoRR Cyran Aouameur, Philippe Esling, Gaëtan Hadjeres
2019	J	`jnl`	Universal audio synthesizer control with normalizing flows. CoRR Philippe Esling, Naotake Masuda, Adrien Bardet, Romeo Despres, Axel Chemla-Romeu-Santos
2019	J	`jnl`	Using musical relationships between chord labels in automatic chord extraction tasks. CoRR Tristan Carsault, Jérôme Nika, Philippe Esling
2018	J	`jnl`	A database linking piano and orchestral MIDI scores with application to automatic projective orchestration. CoRR Léopold Crestel, Philippe Esling, Lena Heng, Stephen McAdams
2018	—	`conf`	Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces. ISMIR Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton
2018	J	`jnl`	Generative timbre spaces with variational audio synthesis. CoRR Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton
2018	J	`jnl`	Modulated Variational auto-Encoders for many-to-many musical timbre transfer. CoRR Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos
2018	—	`conf`	Using Musical Relationships Between Chord Labels in Automatic Chord Extraction Tasks. ISMIR Tristan Carsault, Jérôme Nika, Philippe Esling
2017	—	`conf`	A Database Linking Piano and Orchestral MIDI Scores with Application to Automatic Projective Orchestration. ISMIR Léopold Crestel, Philippe Esling, Lena Heng, Stephen McAdams
2017	—	`conf`	Interactive computer-aided composition with constraints. ICMC Pierre Talbot, Carlos Agón, Philippe Esling
2016	J	`jnl`	Live Orchestral Piano, a system for real-time orchestral music generation. CoRR Léopold Crestel, Philippe Esling
2013	J	`jnl`	Multiobjective Time Series Matching for Audio Classification and Retrieval. IEEE Trans. Speech Audio Process. Philippe Esling, Carlos Agón
2012	J	`jnl`	Time-series data mining. ACM Comput. Surv. Philippe Esling, Carlos Agón
2010	—	`conf`	Composition Of Sound Mixtures With Spectral Maquettes. ICMC Philippe Esling, Carlos Agón
2010	—	`conf`	Dynamic Musical Orchestration Using Genetic Algorithms and a Spectro-Temporal Description of Musical Instruments. EvoApplications (2) Philippe Esling, Grégoire Carpentier, Carlos Agón