Adobe Research » Publications

Publication date: September 5, 2024

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Interspeech 2024

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen

AI & Machine Learning
Audio
Natural Language Processing

Publication date: August 24, 2023

Efficient Spoken Language Recognition Via Multilabel Classification

Interspeech 2023

Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon

AI & Machine Learning
Audio

Publication date: June 4, 2023

Audio-Text Models Do Not Yet Leverage Natural Language

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

Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon

AI & Machine Learning
Audio

Publication date: December 14, 2022

Automated Acoustic Monitoring Captures Timing and Intensity of Bird Migration

Journal of Applied Ecology

Benjamin M. Van Doren, Vincent Lostanlen, Aurora Cramer, Justin Salamon, Adriaan Dokter, Steve Kelling, Juan Pablo Bello, Andrew Farnsworth

AI & Machine Learning
Audio

Publication date: November 2, 2022

CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding

UIST 2022

Xingyu "Bruce" Liu, Ruolin Wang, Dingzeyu Li, Xiang "Anthony" Chen, Amy Pavel

Best Paper Award

AI & Machine Learning
Audio
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: October 26, 2022

Beyond Subtitles: Captioning and Visualizing Non-speech Sounds to Improve Accessibility of User-Generated Videos

ASSETS 2022

Oliver Alonzo, Hijung Valentina Shin, Dingzeyu Li

AI & Machine Learning
Audio
Graphics (2D & 3D)
Human Computer Interaction

Publication date: September 18, 2022

Audio Similarity is Unreliable as a Proxy for Audio Quality

Interspeech 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein

Audio

Publication date: September 18, 2022

Filler Word Detection and Classification: A Dataset and Benchmark

23rd Annual Conference of the International Speech Communication Association (INTERSPEECH 2022)

Ge Zhu, Juan-Pablo Caceres, Justin Salamon

AI & Machine Learning
Audio

Publication date: September 5, 2022

Meta-learning for Adaptive Filters with Higher-order Frequency Dependencies

IEEE International Workshop on Acoustic Signal Enhancement

Junkai Wu, Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis

AI & Machine Learning
Audio

Publication date: September 1, 2022

Style Transfer of Audio Effects with Differentiable Signal Processing

Journal of the Audio Engineering Society

Christian Steinmetz, Nicholas J. Bryan, Joshua Reiss

AI & Machine Learning
Audio

Publication date: August 9, 2022

Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel

USENIX Security 2022

Henrique Teles Maia, Chang Xiao, Dingzeyu Li, Eitan Grinspun, Changxi Zheng

AI & Machine Learning
Audio
Systems & Languages

Publication date: July 20, 2022

HEAR: Holistic Evaluation of Audio Representations

NeurIPS 2021

Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W Schuller, Christian J Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk

AI & Machine Learning
Audio

Publication date: June 19, 2022

It’s Time for Artistic Correspondence in Music and Video

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

Dídac Surís, Carl Vondrick, Bryan Russell, Justin Salamon

AI & Machine Learning
Audio
Computer Vision, Imaging & Video

Publication date: May 22, 2022

Controllable Speech Representation Learning Via Voice Conversion and AIC Loss

ICASSP 2022

Yunyun Wang, Jiaqi Su, Adam Finkelstein, Zeyu Jin

AI & Machine Learning
Audio

Publication date: May 22, 2022

SQAPP: No-Reference Speech Quality Assessment Via Pairwise Preference

ICASSP 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein

AI & Machine Learning
Audio

Publication date: May 22, 2022

Music Enhancement via Image Translation and Vocoding

ICASSP 2022

Nikhil Kandpal, Oriol Nieto, Zeyu Jin

AI & Machine Learning
Audio

Publication date: May 22, 2022

Don’t Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization

IEEE International Conference on Acoustics, Speech, and Signal Processing

Haici Yang, Shivani Firodiya, Nicholas J. Bryan, Minje Kim

AI & Machine Learning
Audio

Publication date: May 8, 2022

Music Enhancement via Image Translation and Vocoding

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

Nikhil Kandpal, Oriol Nieto, Zeyu Jin

AI & Machine Learning
Audio
Conferences,

Publication date: November 8, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation

International Society for Music Information Retrieval Conference (ISMIR)

Justin Salamon, Oriol Nieto, Nicholas J. Bryan

AI & Machine Learning
Audio

Publication date: November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg

Audio

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