Marie A. Roch

According to our database, Marie A. Roch authored at least 14 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics.

Julian C. Schäfer-Zimmermann, Vlad Demartsev, Baptiste Averly, Kiran L. Dhanjal-Adams, Mathieu Duteil, Gabriella Gall, Marius Faiß, Lily Johnson-Ulrich, Dan Stowell, Marta B. Manser, Marie A. Roch, Ariana Strandburg-Peshkin

CoRR, 2024

2023

Learning Stage-Wise GANs for Whistle Extraction in Time-Frequency Spectrograms.

Pu Li, Marie A. Roch, Holger Klinck, Erica Fleishman, Douglas Gillespie, Eva-Marie Nosal, Yu Shiu, Xiaobai Liu

IEEE Trans. Multim., 2023

2020

Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours.

Pu Li, Xiaobai Liu, K. J. Palmer, Erica Fleishman, Douglas Gillespie, Eva-Marie Nosal, Yu Shiu, Holger Klinck, Danielle Cholewiak, Tyler A. Helble, Marie A. Roch

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Machine learning in acoustics: a review.

Michael J. Bianco, Peter Gerstoft, James Traer, Emma Ozanich, Marie A. Roch, Sharon Gannot, Charles-Alban Deledalle, Weichang Li

CoRR, 2019

2017

Automated classification of dolphin echolocation click types from the Gulf of Mexico.

Kaitlin E. Frasier, Marie A. Roch, Melissa S. Soldevilla, Sean M. Wiggins, Lance P. Garrison, John A. Hildebrand

PLoS Comput. Biol., 2017

2016

Management of acoustic metadata for bioacoustics.

Marie A. Roch, Heidi Batchelor, Simone Baumann-Pickering, Catherine L. Berchok, Danielle Cholewiak, Ei Fujioka, Ellen C. Garland, Sean Herbert, John A. Hildebrand, Erin M. Oleson, Sofie Van Parijs, Denise Risch, Ana Sirovic, Melissa S. Soldevilla

Ecol. Informatics, 2016

RAVEN X High Performance Data Mining Toolbox for Bioacoustic Data Analysis.

Peter J. Dugan, Holger Klinck, Marie A. Roch, Tyler A. Helble

CoRR, 2016

2007

Foreground auditory scene analysis for hearing aids.

Marie A. Roch, Richard R. Hurtig, Tong Huang, Jing Liu, Sonia M. Arteaga

Pattern Recognit. Lett., 2007

2006

Gaussian-selection-based non-optimal search for speaker identification.

Marie A. Roch

Speech Commun., 2006

An Overview of the Use of Remote Embedded Sensors for Audio Acquisition and Processing.

Lewis Girod, Marie A. Roch

Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

2005

Audio Scene Analysis as a Control System for Hearing Aids.

Marie A. Roch, Tong Huang, Jing Liu, Richard R. Hurtig

Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

2004

Speaker segmentation using the MAP-adapted Bayesian information criterion.

Marie A. Roch, Yanliang Cheng

Proceedings of the Odyssey 2004: The Speaker and Language Recognition Workshop, Toledo, Spain, May 31, 2004

Towards a Cohort-Selective Frequency-Compression Hearing Aid.

Marie A. Roch, Richard R. Hurtig, Jing Liu, Tong Huang

Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2004

2002

The integral decode: a smoothing technique for robust HMM-based speaker recognition.

Marie A. Roch, Richard R. Hurtig

IEEE Trans. Speech Audio Process., 2002