Niko Brümmer
7 papers · 2017–2022 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
speaker recognition
(5)
speaker verification
(3)
score normalization
(2)
likelihood ratio
(2)
variational inference
(2)
probabilistic linear discriminant analysis
(2)
classification error
(1)
generative model
(1)
latent factor model
(1)
variational autoencoder
(1)
evidence lower bound
(1)
probability theory
(1)
variational baye
(1)
von mises-fisher
(1)
von mises-fisher distribution
(1)
speaker identification
(1)
speech corpus
(1)
bottleneck feature
(1)
equal error rate
(1)
mel-frequency cepstral coefficient
(1)
Papers
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings
Interspeech 2022
Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make?
Interspeech 2021
Large-Scale Speaker Diarization of Radio Broadcast Archives
Interspeech 2019
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors
Interspeech 2018
A Generative Model for Score Normalization in Speaker Recognition
Interspeech 2017
Analysis and Description of ABC Submission to NIST SRE 2016
Interspeech 2017
Tied Variational Autoencoder Backends for i-Vector Speaker Recognition
Interspeech 2017