José Ramón Beltrán

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All published works

Action	Title	Year	Authors
+	Musicaiz: A python library for symbolic music generation, analysis and visualization	2023	Carlos Hernandez-Olivan José Ramón Beltrán
+	Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications	2023	David Diaz-Guerra Archontis Politis Antonio Miguel José Ramón Beltrán Tuomas Virtanen
+ PDF Chat	Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs	2022	David Diaz-Guerra Antonio Miguel José Ramón Beltrán
+ PDF Chat	Music Composition with Deep Learning: A Review	2022	Carlos Hernandez-Olivan José Ramón Beltrán
+	musicaiz: A Python Library for Symbolic Music Generation, Analysis and Visualization	2022	Carlos Hernandez-Olivan José Ramón Beltrán
+	A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives	2022	Carlos Hernandez-Olivan Javier Hernandez-Olivan José Ramón Beltrán
+	Timbre Classification of Musical Instruments with a Deep Learning Multi-Head Attention-Based Model.	2021	Carlos Hernandez-Olivan José Ramón Beltrán
+	Music Boundary Detection using Convolutional Neural Networks: A Comparative Analysis of Combined Input Features	2021	Carlos Hernandez-Olivan José Ramón Beltrán David Diaz-Guerra
+ PDF Chat	Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks	2020	David Diaz-Guerra Antonio Miguel José Ramón Beltrán
+ PDF Chat	gpuRIR: A python library for room impulse response simulation with GPU acceleration	2020	David Diaz-Guerra Antonio Miguel José Ramón Beltrán
+	Music Boundary Detection using Convolutional Neural Networks: A comparative analysis of combined input features	2020	Carlos Hernandez-Olivan José Ramón Beltrán David Diaz-Guerra

Common Coauthors

Coauthor	Papers Together
Carlos Hernandez-Olivan	7
David Diaz-Guerra	6
Antonio Miguel	4
Archontis Politis	1
Javier Hernandez-Olivan	1
Tuomas Virtanen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James T. Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	3
+ PDF Chat	Indoor Sound Source Localization With Probabilistic Neural Network	2018	Yingxiang Sun Jiajia Chen Chau Yuen Susanto Rahardja	2
+ PDF Chat	Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks	2020	David Diaz-Guerra Antonio Miguel José Ramón Beltrán	2
+	ANALYTICAL DESCRIPTION OF RECURRENCE PLOTS OF DYNAMICAL SYSTEMS WITH NONTRIVIAL RECURRENCES	2007	Yong Zou Marko Thiel M. Carmen Romano Jürgen Kurths	2
+ PDF Chat	Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks	2018	Eric L. Ferguson Stefan B. Williams Craig Jin	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2
+ PDF Chat	Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks	2018	Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen	2
+ PDF Chat	Direction of Arrival Estimation for Multiple Sound Sources Using Convolutional Recurrent Neural Network	2018	Sharath Adavanne Archontis Politis Tuomas Virtanen	2
+ PDF Chat	Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks	2020	Luca Comanducci Máximo Cobos Fabio Antonacci Augusto Sarti	2
+ PDF Chat	gpuRIR: A python library for room impulse response simulation with GPU acceleration	2020	David Diaz-Guerra Antonio Miguel José Ramón Beltrán	2
+ PDF Chat	Towards End-to-End Acoustic Localization Using Deep Learning: From Audio Signals to Source Position Coordinates	2018	Juan Manuel Vera-Diaz Daniel Pizarro Javier Macías-Guarasa	2
+	Sound Source Detection, Localization and Classification using Consecutive Ensemble of CRNN Models	2019	Sławomir Kapka Mateusz Lewandowski	2
+	MMM : Exploring Conditional Multi-Track Music Generation with the Transformer	2020	Jeffrey Ens Philippe Pasquier	2
+ PDF Chat	Enhanced Hierarchical Music Structure Annotations via Feature Level Similarity Fusion	2019	Christopher J. Tralie Brian McFee	2
+ PDF Chat	Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained With Noise Signals	2019	Soumitro Chakrabarty Emanuël A. P. Habets	2
+ PDF Chat	Unsupervised Learning of Deep Features for Music Segmentation	2019	Matthew McCallum	2
+ PDF Chat	Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks	2019	Zhenyu Tang John Kanu Kevin Hogan Dinesh Manocha	2
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	2
+	Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	1
+ PDF Chat	Learning to Fuse Music Genres with Generative Adversarial Dual Learning	2017	Zhiqian Chen Chih-Wei Wu Yen-Cheng Lu Alexander Lerch Chang‐Tien Lu	1
+	Automatic Tagging Using Deep Convolutional Neural Networks.	2016	Keunwoo Choi György Fazekas M. Sandler	1
+ PDF Chat	Improving Noise Robustness of Automatic Speech Recognition via Parallel Data and Teacher-student Learning	2019	Ladislav Mošner Minhua Wu Anirudh Raju Sree Hari Krishnan Parthasarathi Kenichi Kumatani Shiva Sundaram Roland Maas Björn Hoffmeister	1
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+	Generating Nontrivial Melodies for Music as a Service.	2017	Yifei Teng Anny Zhao Camille Goudeseune	1
+	DeepBach: a Steerable Model for Bach Chorales Generation	2016	Gaëtan Hadjeres François Pachet Frank Nielsen	1
+	MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment	2017	Hao‐Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi‐Hsuan Yang	1
+ PDF Chat	The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation	2019	Ke Chen Weilin Zhang Shlomo Dubnov Gus Xia Wei Li	1
+ PDF Chat	SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient	2017	Lantao Yu Weinan Zhang Jun Wang Yong Yu	1
+	FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing	2019	Yi Luo Enea Ceolini Cong Han Shih‐Chii Liu Nima Mesgarani	1
+	Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders	2019	Yin-Jyun Luo Kat Agres Dorien Herremans	1
+	Improving Polyphonic Music Models with Feature-Rich Encoding	2019	Omar Peracha	1
+ PDF Chat	Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music	2020	Agelos Kratimenos Kleanthis Avramidis Christos Garoufis Athanasia Zlatintsi Petros Maragos	1
+	LakhNES: Improving multi-instrumental music generation with cross-domain pre-training	2019	Chris Donahue Huanru Henry Mao Yiting Ethan Li Garrison W. Cottrell Julian McAuley	1
+	Learning a Latent Space of Style-Aware Symbolic Music Representations by Adversarial Autoencoders.	2020	Andrea Valenti Antonio Carta Davide Bacciu	1
+	Automatic Melody Harmonization with Triad Chords: A Comparative Study	2020	Yin-Cheng Yeh Wen-Yi Hsiao Satoru Fukayama Tetsuro Kitahara Benjamin Genchel Hao-Min Liu Hao‐Wen Dong Yi‐An Chen Terence Leong Yi‐Hsuan Yang	1
+ PDF Chat	FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing	2019	Yi Luo Cong Han Nima Mesgarani Enea Ceolini Shih‐Chii Liu	1
+ PDF Chat	Improving Automatic Jazz Melody Generation by Transfer Learning Techniques	2019	Hsiao-Tzu Hung Chung-Yang Wang Yi‐Hsuan Yang Hsin‐Min Wang	1
+ PDF Chat	End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation	2020	Yi Luo Zhuo Chen Nima Mesgarani Takuya Yoshioka	1
+	C-SL: Contrastive Sound Localization with Inertial-Acoustic Sensors	2020	Majid Mirbagheri Bardia Doosti	1
+ PDF Chat	A Comprehensive Survey on Transfer Learning	2020	Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He	1
+	PIANOTREE VAE: Structured Representation Learning for Polyphonic Music	2020	Ziyu Wang Yiyi Zhang Yixiao Zhang Junyan Jiang Ruihan Yang Junbo Zhao Gus Xia	1
+	Learning Interpretable Representation for Controllable Polyphonic Music Generation	2020	Ziyu Wang Dingsu Wang Yixiao Zhang Gus Xia	1
+ PDF Chat	Neural Speech Separation Using Spatially Distributed Microphones	2020	Dongmei Wang Zhuo Chen Takuya Yoshioka	1
+ PDF Chat	Deep Convolutional Neural Networks for Predominant Instrument Recognition in Polyphonic Music	2016	Yoonchang Han Jaehun Kim Kyogu Lee	1
+	A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions	2020	Shulei Ji Jing Luo Xinyu Yang	1
+	DeepSphere: a graph-based spherical CNN	2020	Michaël Defferrard Martino Milani Frédérick Gusset Nathanaël Perraudin	1
+	Towards End-to-End Acoustic Localization Using Deep Learning: From Audio Signal to Source Position Coordinates	2018	Juan Manuel Vera-Diaz Daniel Pizarro Javier Macías-Guarasa	1
+	Symbolic Music Generation with Diffusion Models.	2021	Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon	1
+	Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges	2021	Michael M. Bronstein Joan Bruna Taco Cohen Petar Veličković	1
+ PDF Chat	Data-Efficient Framework for Real-World Multiple Sound Source 2d Localization	2021	Guillaume Le Moing Phongtharin Vinayavekhin Don Joven Agravante Tadanobu Inoue Jayakorn Vongkulbhisal Asim Munawar Ryuki Tachibana	1