Niko Brümmer

3.2k citations

34 papers · 1.8k indexed · 1 hit paper · h-index 18

Impact in

Signal Processing top 0.2%
- Speech and Audio Processing
- Music and Audio Processing
- Biometric Identification and Security
Artificial Intelligence top 0.5%
- Speech Recognition and Synthesis
- Natural Language Processing Techniques
- Topic Modeling
- Anomaly Detection Techniques and Applications

Papers in ⓘ

Signal Processing 26
- Speech and Audio Processing 25
- Music and Audio Processing 22
Artificial Intelligence 31
- Speech Recognition and Synthesis 30
- Natural Language Processing Techniques 5
- Topic Modeling 2
- Domain Adaptation and Few-Shot Learning 1
- Machine Learning and Algorithms 1

Co-authors: Johan A. du Preez (1 shared paper)David A. van Leeuwen (10 shared papers)Lukáš Burget (12 shared papers)Patrick Kenny (5 shared papers)Ondřej Glembek (13 shared papers)Najim Dehak (4 shared papers)Edward de Villiers (5 shared papers)Pierre Dumouchel (2 shared papers)
Journals: IEEE Transactions on Audio Speech and Language Processing (2 papers)Computer Speech & Language (1 paper)Radboud Repository (Radboud University) (3 papers)Interspeech 2022 (1 paper)PORTO Publications Open Repository TOrino (Politecnico di Torino) (1 paper)
Partner nations: Czechia South Africa Italy

In The Last Decade

Niko Brümmer

34 papers receiving 1.6k citations

Hit Papers

align trajectories log scale

Application-independent evaluation of speaker detection 2005 · 427 citations

Peers

Countries citing papers authored by Niko Brümmer

Since Specialization

Citations

This map shows the geographic impact of Niko Brümmer'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 Niko Brümmer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Niko Brümmer more than expected).

Fields of papers citing papers by Niko Brümmer

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Niko Brümmer. 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 Niko Brümmer. The network helps show where Niko Brümmer may publish in the future.

Co-authors

The 25 scholars most cited alongside Niko Brümmer, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Niko Brümmer Line = papers co-authored together Niko Brümmer links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 34 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Application-independent evaluation of speaker detection Computer Speech & Language ·Niko Brümmer, Johan A. du Preez Hit paper breakdown →	2005	427
2	Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification Najim Dehak, Réda Dehak, Patrick Kenny, Niko Brümmer, Pierre Ouellet, Pierre Dumouchel	2009	228
3	Fusion of Heterogeneous Speaker Recognition Systems in the STBU Submission for the NIST Speaker Recognition Evaluation 2006 IEEE Transactions on Audio Speech and Language Processing ·Niko Brümmer, Lukáš Burget, Jaň Černocký, Ondřej Glembek, František Grézl, Martin Karafiát, David A. van Leeuwen, Pavel Matějka, Petr Schwarz, Albert Strasheim	2007	165
4	Discriminatively trained Probabilistic Linear Discriminant Analysis for speaker verification Lukáš Burget, Oldřich Plchot, Sandro Cumani, Ondřej Glembek, Pavel Matějka, Niko Brümmer	2011	110
5	The reddots data collection for speaker recognition Kong Aik Lee, Anthony Larcher, Guangsen Wang, Patrick Kenny, Niko Brümmer, David A. van Leeuwen, Hagai Aronowitz, Marcel Kockmann, Carlos Vaquero, Bin Ma, Haizhou Li, Themos Stafylakis, Jahangir Alam, Albert Swart, Javier Pérez	2015	99
6	The speaker partitioning problem Niko Brümmer, Edward de Villiers	2010	95
7	Comparison of scoring methods used in speaker recognition with Joint Factor Analysis Ondřej Glembek, Lukáš Burget, Najim Dehak, Niko Brümmer, Patrick Kenny	2009	91
8	On calibration of language recognition scores Niko Brümmer, David A. van Leeuwen	2006	86
9	Unsupervised Domain Adaptation for I-Vector Speaker Recognition Niko Brümmer, Alan McCree, Stephen Shum, Daniel Garcia-Romero, Carlos Vaquero	2014	79
10	Mixture of PLDA models in i-vector space for gender-independent speaker recognition Mohammed Senoussaoui, Patrick Kenny, Niko Brümmer, Edward de Villiers, Pierre Dumouchel	2011	64
11	Pairwise Discriminative Speaker Verification in the ${\rm I}$-Vector Space IEEE Transactions on Audio Speech and Language Processing ·Sandro Cumani, Niko Brümmer, Lukáš Burget, Pietro Laface, Oldřich Plchot, Vasileios Vasilakakis	2013	43
12	The distribution of calibrated likelihood-ratios in speaker recognition Radboud Repository (Radboud University) ·David A. van Leeuwen, Niko Brümmer	2013	41
13	Towards fully Bayesian speaker recognition: integrating out the between-speaker covariance Jesús Villalba, Niko Brümmer	2011	41
14	Fast discriminative speaker verification in the i-vector space Sandro Cumani, Niko Brümmer, Lukáš Burget, Pietro Laface	2011	38
15	Channel-dependent GMM and Multi-class Logistic Regression models for language recognition David A. van Leeuwen, Niko Brümmer	2006	27
16	Discriminative acoustic language recognition via channel-compensated GMM statistics Niko Brümmer, Albert Strasheim, Valiantsina Hubeika, Pavel Matějka, Lukáš Burget, Ondřej Glembek	2009	25
17	Description and analysis of the Brno276 system for LRE2011 PORTO Publications Open Repository TOrino (Politecnico di Torino) ·Niko Brümmer, Sandro Cumani, Ondřej Glembek, Martin Karafiát, Pavel Matějka, Jan Pešán, Oldřich Plchot, Mehdi Soufifar, Edward de Villiers, Jaň Černocký	2012	23
18	Data selection and calibration issues in automatic language recognition - investigation with BUT-AGNITIO NIST LRE 2009 system. Zdeněk Jančík, Oldřich Plchot, Niko Brümmer, Lukáš Burget, Ondřej Glembek, Valiantsina Hubeika, Martin Karafiát, Pavel Matějka, Tomáš Mikolov, Albert Strasheim, Jaň Černocký	2010	21
19	Generative modelling for unsupervised score calibration Niko Brümmer, Daniel Garcia-Romero	2014	17
20	Gender independent discriminative speaker recognition in i-vector space Sandro Cumani, Ondřej Glembek, Niko Brümmer, Edward de Villiers, Pietro Laface	2012	16

About Niko Brümmer

Niko Brümmer is a scholar working on Signal Processing, Artificial Intelligence, Computer Vision and Pattern Recognition, Control and Systems Engineering and Infectious Diseases, having authored 34 papers that have together received 1.8k indexed citations. Recurring topics across this work include Speech Recognition and Synthesis (30 papers), Speech and Audio Processing (25 papers), Music and Audio Processing (22 papers), Natural Language Processing Techniques (5 papers), Topic Modeling (2 papers), Domain Adaptation and Few-Shot Learning (1 paper), Face and Expression Recognition (1 paper) and Machine Learning and Algorithms (1 paper). The work is most often cited by research in Signal Processing (1.5k citations), Artificial Intelligence (1.7k citations), Computer Vision and Pattern Recognition (189 citations), Experimental and Cognitive Psychology (63 citations) and Archeology (28 citations). Niko Brümmer has collaborated with scholars based in Czechia, South Africa and Italy. Frequent co-authors include Johan A. du Preez, David A. van Leeuwen, Lukáš Burget, Patrick Kenny, Ondřej Glembek, Najim Dehak, Edward de Villiers, Pierre Dumouchel, Pavel Matějka and Sandro Cumani. Their work appears in journals such as IEEE Transactions on Audio Speech and Language Processing, Computer Speech & Language, Radboud Repository (Radboud University), Interspeech 2022 and PORTO Publications Open Repository TOrino (Politecnico di Torino).

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