Publications

Publication date: August 24, 2020

Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing

ECCV 2020

Dingzeyu Li, Yapeng Tian, Chenliang Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 24, 2020

Deep Audio Prior: Learning Sound Source Separation from a Single Audio Mixture

CVPR 2020 Sight and Sound Workshop

Dingzeyu Li, Yapeng Tian, Chenliang Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: June 14, 2020

Telling Left From Right: Learning Spatial Correspondence of Sight and Sound

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Karren Yang, Bryan Russell, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 4, 2020

Impulse Response Data Augmentation and Deep Neural Networks For Blind Room Acoustic Parameter Estimation

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

Nicholas J. Bryan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 4, 2020

Few-Shot Sound Event Detection

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

Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 4, 2020

Disentangled Multidimensional Metric Learning For Music Similarity

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

Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 4, 2020

One-Shot Parametric Audio Production Style Transfer With Application to Frequency Equalization

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

Stylianos I. Mimilakis, Nicholas J. Bryan, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 4, 2020

Sound Event Detection in Synthetic Domestic Environments

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

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

Publication date: May 4, 2020

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers

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

Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 4, 2020

Attentive Modality Hopping Mechanism for Speech Emotion Recognition

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

David Seunghyun Yoon, Subhadeep Dey, Hwanhee Lee, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing

Publication date: March 23, 2020

Scene-Aware Audio Rendering via Deep Acoustic Analysis

IEEE VR Journal Track (TVCG)

Zhenyu Tang, Nicholas J. Bryan, Dingzeyu Li, Tim Langlois, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Audio

Publication date: October 26, 2019

Robust Sound Event Detection in Bioacoustic Sensor Networks

PLoS ONE 14(10): e0214168, 2019. DOI: https://doi.org/10.1371/journal.pone.0214168

Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

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
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