Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey

27 February 2024

Papers citing "Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey"

21 / 71 papers shown

Title
Polyphonic Music Composition with LSTM Neural Networks and Reinforcement Learning Harish Kumar Balaraman Ravindran 59 9 0 05 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 263 3,747 0 09 Jan 2019
A Functional Taxonomy of Music Generation Systems Dorien Herremans C. Chuan E. Chew BDL MLAU 62 146 0 11 Dec 2018
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec C. Chuan Kat R. Agres Dorien Herremans 50 45 0 29 Nov 2018
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne Andriy Stasyuk Adam Roberts Ian Simon Cheng-Zhi Anna Huang Sander Dieleman Erich Elsen Jesse Engel Douglas Eck 453 452 0 29 Oct 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 67 133 0 20 Sep 2018
This Time with Feeling: Learning Expressive Musical Performance Sageev Oore Ian Simon Sander Dieleman Douglas Eck Karen Simonyan 147 216 0 10 Aug 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 353 896 0 03 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 232 1,173 0 29 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,201 0 20 Apr 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 83 481 0 13 Mar 2018
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 422 475 0 14 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 234 9,986 0 15 Jul 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 242 7,765 0 31 Aug 2015
Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBN Kratarth Goel R. Vohra J. Sahoo 66 47 0 26 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 607 12,745 0 11 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,345 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014
AI Methods in Algorithmic Composition: A Comprehensive Survey Jose D. Fernández F. Vico 90 329 0 04 Feb 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 182 704 0 27 Jun 2012