Stanisław Kacprzak

4 papers · 2016–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (4)

Top co-authors

Konrad Kowalczyk (3) Julitta Bartolewska (2) Joanna Grzybowska (1) Jakub Gałka (1) Piotr Żelasko (1) Marcin Witkowski (1)

Research topics

Machine Learning (4) Speech & Audio (3) Deep Learning (2) Analysis (2) Core Methods (2) Optimization & Theory (2) Computer Vision (1) Application Areas (1) Architectures (1) Models (1) Processing (1) Synthesis (1) Techniques (1)

Keywords

neural network (2) speech enhancement (2) speech analysis (1) speaker verification (1) gaussian mixture model (1) deep neural network (1) loss function (1) feature fusion (1) acoustic feature (1) complex gaussian mixture model (1) replay attack detection (1) causal processing (1) online processing (1) complex filtering (1) mask estimation (1) multi-channel processing (1) age classification (1) high-frequency feature (1) speaker age (1) age regression (1)

Papers

Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online Speech Enhancement Interspeech 2023 Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction Interspeech 2022 Audio Replay Attack Detection Using High-Frequency Features Interspeech 2017 Speaker Age Classification and Regression Using i-Vectors Interspeech 2016