Pierre Dumouchel

8.0k total citations · 3 hit papers
86 papers, 5.5k citations indexed

About

Pierre Dumouchel is a scholar working on Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition. According to data from OpenAlex, Pierre Dumouchel has authored 86 papers receiving a total of 5.5k indexed citations (citations by other indexed papers that have themselves been cited), including 70 papers in Artificial Intelligence, 63 papers in Signal Processing and 18 papers in Computer Vision and Pattern Recognition. Recurrent topics in Pierre Dumouchel's work include Speech Recognition and Synthesis (64 papers), Speech and Audio Processing (52 papers) and Music and Audio Processing (37 papers). Pierre Dumouchel is often cited by papers focused on Speech Recognition and Synthesis (64 papers), Speech and Audio Processing (52 papers) and Music and Audio Processing (37 papers). Pierre Dumouchel collaborates with scholars based in Canada, France and United States. Pierre Dumouchel's co-authors include Patrick Kenny, Pierre Ouellet, Najim Dehak, Réda Dehak, Gilles Boulianne, Themos Stafylakis, V. Gupta, Mohammed Senoussaoui, Niko Brümmer and Vishwa Gupta and has published in prestigious journals such as PLoS ONE, IEEE Signal Processing Letters and IEEE Transactions on Audio Speech and Language Processing.

In The Last Decade

Pierre Dumouchel

81 papers receiving 4.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Front-End Factor Analysis for Speaker Verification

2010 2.4k citations Najim Dehak, Patrick Kenny et al. profile →
Joint Factor Analysis Versus Eigenchannels in Speaker Recognition

2007 471 citations Patrick Kenny, Gilles Boulianne et al. profile →
A Study of Interspeaker Variability in Speaker Verification

2008 419 citations Patrick Kenny, Pierre Ouellet et al. profile →

Peers

Countries citing papers authored by Pierre Dumouchel

Since Specialization

Citations

This map shows the geographic impact of Pierre Dumouchel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Pierre Dumouchel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pierre Dumouchel more than expected).

Fields of papers citing papers by Pierre Dumouchel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pierre Dumouchel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Pierre Dumouchel. The network helps show where Pierre Dumouchel may publish in the future.

Co-authorship network of co-authors of Pierre Dumouchel

This figure shows the co-authorship network connecting the top 25 collaborators of Pierre Dumouchel. A scholar is included among the top collaborators of Pierre Dumouchel based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Pierre Dumouchel. Pierre Dumouchel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A robust audio fingerprinting method for content-based copy detection 2014 ·(unknown), Pierre Dumouchel, Vishwa Gupta	21
2	Noise spectrum estimation using Gaussian mixture model-based speech presence probability for robust speech recognition 2014 ·Jahangir Alam, Patrick Kenny, Pierre Dumouchel, Douglas O’Shaughnessy	1
3	Correction: Long Term Suboxone™ Emotional Reactivity As Measured by Automatic Detection in Speech 2013 ·PLoS ONE ·Edward E. Hill, David K. Han, Pierre Dumouchel, Najim Dehak, Thomas F. Quatieri, Charles P. Moehs, Marlene Oscar‐Berman, John Giordano, Thomas Simpatico, Kenneth Blum	6
4	Long Term Suboxone™ Emotional Reactivity As Measured by Automatic Detection in Speech 2013 ·PLoS ONE ·(unknown), David Han, Pierre Dumouchel, Najim Dehak, Thomas F. Quatieri, (unknown), Marlene Oscar‐Berman, John Giordano, Thomas Simpatico, Kenneth Blum	28
5	New cosine similarity scorings to implement gender-independent speaker verification 2013 ·Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Najim Dehak	5
6	Anchor Models for Emotion Recognition from Speech 2013 ·IEEE Transactions on Affective Computing ·(unknown), Pierre Dumouchel	57
7	Mean shift algorithm for exponential families with applications to speaker clustering. 2012 ·Espace ÉTS (ETS) ·Themos Stafylakis, Vassilis Katsouros, Patrick Kenny, Pierre Dumouchel	4
8	First attempt of boltzmann machines for speaker verification. 2012 ·Espace ÉTS (ETS) ·Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel	35
9	Preliminary investigation of Boltzmann machine classifiers for speaker recognition. 2012 ·Espace ÉTS (ETS) ·Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel	30
10	Weighted ordered classes - nearest neighbors: a new framework for automatic emotion recognition from speech 2011 ·(unknown), Pierre Dumouchel	2
11	An i-vector extractor suitable for speaker recognition with both microphone and telephone speech 2010 ·Mohammed Senoussaoui, Patrick Kenny, Najim Dehak, Pierre Dumouchel	75
12	Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification 2009 ·Najim Dehak, Réda Dehak, Patrick Kenny, Niko Brümmer, Pierre Ouellet, Pierre Dumouchel	228
13	The role of speaker factors in the NIST extended data task. 2008 ·Patrick Kenny, Najim Dehak, Réda Dehak, Vishwa Gupta, Pierre Dumouchel	9
14	Kernel combination for SVM speaker verification 2008 ·Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel	9
15	Comparison between factor analysis and GMM support vector machines for speaker verification 2008 ·Najim Dehak, Réda Dehak, Patrick Kenny, Pierre Dumouchel	8
16	Leveraging emotion detection using emotions form yes-no answers 2008 ·Conference of the International Speech Communication Association ·(unknown), Pierre Dumouchel	2
17	GPU accelerated acoustic likelihood computations 2008 ·Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne, Michel Comeau	31
18	Experiments in speaker verification using factor analysis likelihood ratios 2004 ·Patrick Kenny, Pierre Dumouchel	43
19	GMM based speaker identification using training-time-dependent number of mixtures 2002 ·Chakib Tadj, Pierre Dumouchel, Pierre Ouellet	4
20	N-best GMM's for speaker identification 1997 ·Chakib Tadj, Pierre Dumouchel, (unknown)	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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