Anna Silnova
15 papers · 2017–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (27) 🤝 Dynamic Duo (12)
💎
Century Club · Bronze
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Speech & Audio
(10)
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Keywords
speaker verification
(9)
speaker recognition
(8)
speaker diarization
(5)
speaker embedding
(4)
self-supervised learning
(2)
bottleneck feature
(2)
score-level fusion
(2)
probabilistic linear discriminant analysis
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deep neural network
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variational bayesian
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variational bayesian inference
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weak supervision
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Papers
Analysis of ABC Frontend Audio Systems for the NIST-SRE24
Interspeech 2025
Analysis of the ABC Classification Backends for NIST SRE24
Interspeech 2025
Fine-tune Before Structured Pruning: Towards Compact and Accurate Self-Supervised Models for Speaker Diarization
Interspeech 2025
ALLIES: A Speech Corpus for Segmentation, Speaker Diarization, Speech Recognition and Speaker Change Detection
COLING 2024
Challenging margin-based speaker embedding extractors by using the variational information bottleneck
Interspeech 2024
Description and Analysis of ABC Submission to NIST LRE 2022
Interspeech 2023
Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization
Interspeech 2023
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings
Interspeech 2022
Training speaker embedding extractors using multi-speaker audio with unknown speaker boundaries
Interspeech 2022
BUT Text-Dependent Speaker Verification System for SdSV Challenge 2020
Interspeech 2020
Analysis of BUT Submission in Far-Field Scenarios of VOiCES 2019 Challenge
Interspeech 2019
BUT System for DIHARD Speech Diarization Challenge 2018
Interspeech 2018
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors
Interspeech 2018
Alternative Approaches to Neural Network Based Speaker Verification
Interspeech 2017
Analysis and Description of ABC Submission to NIST SRE 2016
Interspeech 2017