131 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National Information Processing InstitutePL6 papers
- Polish Academy of SciencesPL5 papers
- Warsaw University of TechnologyPL5 papers
- University of WarsawPL4 papers
- Uniwersytet SWPSPL4 papers
- Institute of PsychologyPL3 papers
- Instytut Nauk EkonomicznychPL3 papers
- ETH ZurichCH2 papers
- Institute of Fundamental Technological ResearchPL2 papers
- Tomsk Polytechnic UniversityRU2 papers
- University of TrentoIT2 papers
- Wyższa Szkoła Zarządzania w GdańskuPL2 papers
3 papers · 1 filter
Automated speech-based screening of depression using deep convolutional neural networks
Karol Chlasta, Krzysztof Wołk, Izabela Krejtz
Early detection and treatment of depression is essential in promoting remission, preventing relapse, and reducing the emotional burden of the disease. Current diagnoses are primari…
Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings
Miron B. Kursa, Alicja A. Wieczorkowska
In this paper we introduce multi-label ferns, and apply this technique for automatic classification of musical instruments in audio recordings. We compare the performance of our pr…
A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings
Alicja A. Wieczorkowska, Miron B. Kursa
In this paper, we first apply random ferns for classification of real music recordings of a jazz band. No initial segmentation of audio data is assumed, i.e., no onset, offset, nor…