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Musical Speech: A Transformer-based Composition Tool


Aug 02, 2021
Jason d'Eon, Sri Harsha Dumpala, Chandramouli Shama Sastry, Dani Oore, Sageev Oore

* NeurIPS 2020 Demonstration Track; extended for PMLR 

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Significance of Speaker Embeddings and Temporal Context for Depression Detection


Jul 24, 2021
Sri Harsha Dumpala, Sebastian Rodriguez, Sheri Rempel, Rudolf Uher, Sageev Oore


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Detecting Out-of-Distribution Examples with In-distribution Examples and Gram Matrices


Jan 09, 2020
Chandramouli Shama Sastry, Sageev Oore

* NeurIPS 2019 Workshop on Safety and Robustness in Decision Making 

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Exploring Conditioning for Generative Music Systems with Human-Interpretable Controls


Aug 04, 2019
Nicholas Meade, Nicholas Barreyre, Scott C. Lowe, Sageev Oore


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TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer


Nov 22, 2018
Sicong Huang, Qiyang Li, Cem Anil, Xuchan Bao, Sageev Oore, Roger B. Grosse


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This Time with Feeling: Learning Expressive Musical Performance


Aug 10, 2018
Sageev Oore, Ian Simon, Sander Dieleman, Douglas Eck, Karen Simonyan

* Includes links to urls for audio samples 

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Onsets and Frames: Dual-Objective Piano Transcription


Jun 05, 2018
Curtis Hawthorne, Erich Elsen, Jialin Song, Adam Roberts, Ian Simon, Colin Raffel, Jesse Engel, Sageev Oore, Douglas Eck

* Examples available at https://goo.gl/magenta/onsets-frames-examples 

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Learning and Evaluating Musical Features with Deep Autoencoders


Jun 15, 2017
Mason Bretan, Sageev Oore, Doug Eck, Larry Heck


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