Niko Brummer

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 12

Top Topics

Speaker Verification

Top Venues

IEEE Trans. Speech Audio Process.

Publications

Anna Silnova, Themos Stafylakis, Ladislav Mosner, Oldrich Plchot, Johan Rohdin, Pavel Matejka, Lukás Burget, Ondrej Glembek, Niko Brummer
Analyzing Speaker Verification Embedding Extractors and Back-Ends Under Language and Channel Mismatch. Odyssey (2022)
Niko Brummer, Albert Swart, Ladislav Mosner, Anna Silnova, Oldrich Plchot, Themos Stafylakis, Lukás Burget
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings. INTERSPEECH (2022)
Luciana Ferrer, Mitchell McLaren, Niko Brummer
A Speaker Verification Backend with Robust Performance across Conditions. CoRR (2021)
Anna Silnova, Niko Brummer, Johan Rohdin, Themos Stafylakis, Lukás Burget
Probabilistic Embeddings for Speaker Diarization. Odyssey (2020)
Emre Yilmaz, Adem Derinel, Kun Zhou, Henk van den Heuvel, Niko Brummer, Haizhou Li, David A. van Leeuwen
Large-Scale Speaker Diarization of Radio Broadcast Archives. INTERSPEECH (2019)
Emre Yilmaz, Adem Derinel, Kun Zhou, Henk van den Heuvel, Niko Brummer, Haizhou Li, David A. van Leeuwen
Large-Scale Speaker Diarization of Radio Broadcast Archives. CoRR (2019)
Niko Brummer, Anna Silnova, Lukás Burget, Themos Stafylakis
Gaussian meta-embeddings for efficient scoring of a heavy-tailed PLDA model. CoRR (2018)
Jesús Antonio Villalba López, Niko Brummer, Najim Dehak
End-to-End versus Embedding Neural Networks for Language Recognition in Mismatched Conditions. Odyssey (2018)
Niko Brummer, Anna Silnova, Lukás Burget, Themos Stafylakis
Gaussian meta-embeddings for efficient scoring of a heavy-tailed PLDA model. Odyssey (2018)
Anna Silnova, Niko Brummer, Daniel Garcia-Romero, David Snyder, Lukás Burget
Fast variational Bayes for heavy-tailed PLDA applied to i-vectors and x-vectors. CoRR (2018)
Albert Swart, Niko Brummer
A Generative Model for Score Normalization in Speaker Recognition. CoRR (2017)
Oldrich Plchot, Pavel Matejka, Ondrej Glembek, Radek Fér, Ondrej Novotný, Jan Pesán, Lukás Burget, Niko Brummer, Sandro Cumani
BAT System Description for NIST LRE 2015. Odyssey (2016)
Niko Brummer, Alan McCree, Stephen Shum, Daniel Garcia-Romero, Carlos Vaquero
Unsupervised Domain Adaptation for I-Vector Speaker Recognition. Odyssey (2014)
David A. van Leeuwen, Niko Brummer, Albert Swart
A comparison of linear and non-linear calibrations for speaker recognition. Odyssey (2014)
Niko Brummer
Generative, Fully Bayesian, Gaussian, Openset Pattern Classifier. CoRR (2013)
Niko Brummer, Johan A. du Preez
The PAV algorithm optimizes binary proper scoring rules CoRR (2013)
Sandro Cumani, Niko Brummer, Lukás Burget, Pietro Laface, Oldrich Plchot, Vasileios Vasilakakis
Pairwise Discriminative Speaker Verification in the 𝕀-Vector Space. IEEE Trans. Speech Audio Process. 21 (6) (2013)
Pavel Matejka, Lukás Burget, Petr Schwarz, Ondrej Glembek, Martin Karafiát, Frantisek Grézl, Jan Cernocký, David A. van Leeuwen, Niko Brummer, Albert Strasheim
STBU System for the NIST 2006 Speaker Recognition Evaluation. ICASSP (4) (2007)
Niko Brummer, David A. van Leeuwen
On calibration of language recognition scores. Odyssey (2006)
David A. van Leeuwen, Niko Brummer
Channel-dependent GMM and Multi-class Logistic Regression models for language recognition. Odyssey (2006)