Publications

Publication date: October 25, 2019

SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network

Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

Mark Cartwright, Ana Elisa Mendez Mendez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 25, 2019

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis

Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

Nicolas Turpault, Romain Serizel, Ankit Shah, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 20, 2019

TriCycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Mark Cartwright, Jason Cramer, Justin Salamon, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 19, 2019

Real-Time Lip Sync for Live 2D Animation

arXiv

Deepali Aneja, Wilmot Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 20, 2019

Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition

Interspeech 2019

Subhadeep Dey, Petr Motlicek, Trung Bui, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing

Publication date: August 1, 2019

Text-based Editing of Talking-head Video

ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Ohad Fried, Ayush Tewari, Michael Zollhofer, Adam Finkelstein, Eli Shechtman, Dan B Goldman, Kyle Genova, Zeyu Jin, Christian Theobalt, Maneesh Agarwala
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 15, 2019

What’s Broken in Music Informatics Research? Three Uncomfortable Statements

Machine Learning for Music Discovery workshop, International Conference on Machine Learning (ICML)

Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 4, 2019

VoiceAssist: Guiding Users to High-Quality Voice Recordings

ACM Conference on Human Factors in Computing Systems (CHI)

Prem Seetharaman, Gautham Mysore, Bryan Pardo, Paris Smaragdis, Celso Gomes
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: May 4, 2019

B-Script: Transcript-based B-roll Video Editing with Recommendations

ACM Conference on Human Factors in Computing Systems (CHI)

Bernd Huber, Hijung Valentina Shin, Bryan Russell, Oliver Wang, Gautham Mysore
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: May 3, 2019

Audible Panorama: Automatic Spatial Audio Generation for Panorama Imagery

ACM Conference on Human Factors and Computing Systems (SIGCHI)

Haikun Huang, Michael S. Solah, Dingzeyu Li, Lap-Fai Yu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: February 1, 2019

Learning Affective Correspondence between Music and Image

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 10, 2019

Recent Advances in Music Signal Processing

IEEE Signal Processing Magazine

Meinard Mueller, Bryan Pardo, Gautham Mysore, Vesa Valimaki
  • Adobe Research icon Audio

Publication date: December 3, 2018

Self-Supervised Generation of Spatial Audio for 360° Video

Neural Information Processing Systems (NIPS)

Pedro Morgado, Nuno Vasconcelos, Tim Langlois, Oliver Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 9, 2018

Visually Indicated Sound Generation by Perceptually Optimized Classification

Proc. of the 1st Multimodal Learning and Applications Workshop (MULA 2018)

Kan Chen, Chuanxi Zhang, Chen Fang, Zhaowen Wang, Trung Bui, Ram Nevatia
Best Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 2, 2018

A Framework for Speech Recognition Benchmarking

Proc. of Interspeech 2018

Franck Dernoncourt, Trung Bui, Walter Chang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: August 13, 2018

Scene-Aware Audio for 360° Videos

ACM Transactions on Graphics (SIGGRAPH)

Dingzeyu Li, Tim Langlois, Changxi Zheng
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: August 8, 2018

Toward Wave-based Sound Synthesis for Computer Animation

ACM Transactions on Graphics (SIGGRAPH 2018)

Jui-Hsien Wang, Ante Qu, Tim Langlois, Doug James
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 3, 2018

Temporal extensions of Nonnegative Matrix Factorization

Book Chapter in Audio Source Separation and Speech Enhancement, Wiley, 2018

Cedric Fevotte, Paris Smaragdis, Nasser Mohammadiha, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: July 30, 2018

VisemeNet: Audio-Driven Animator-Centric Speech Animation

SIGGRAPH 2018

Yang Zhou, Zhan Xu, Chris Landreth, Evangelos Kalogerakis, Subhransu Maji, Karan Singh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2018

Visual to Sound: Generating Natural Sound for Videos in the Wild

Proc. of CVPR 2018

Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video
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