Tampere University

output

20052026

most citedA Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications

1.4k citations

researchers with a paper here

Tuomas Virtanen2 profiles23 · h 68
M. Gabbouj2 profiles20 · h 64
J. Mattila17 · h 23
E. Räsänen2 profiles13 · h 19
Esa Rahtu2 profiles11 · h 46
Mehdi Heydari Shahna11 · h 6
G. Genty10 · h 48
L. Laurson10 · h 26
S. Kiranyaz9 · h 53
T. Ojanen9 · h 24
E. Jehin2 profiles8 · h 63
J. Keski-Rahkonen8 · h 9

collaborating institutions

Aalto UniversityFI49 papers
Centre National de la Recherche ScientifiqueFR32 papers
Tampere University of Applied SciencesFI32 papers
University of HelsinkiFI31 papers
Helsinki Institute of PhysicsFI21 papers
Charles UniversityCZ17 papers
University of PotsdamDE17 papers
Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et TechnologiesFR12 papers
University of JyväskyläFI12 papers
University of TurkuFI12 papers
University of LiègeBE11 papers
University of OuluFI11 papers

Showing 2017 · cs.SDShow all

2 papers · 2 filters

cs.SD2017

Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking

Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen

In this paper we propose a method for separation of moving sound sources. The method is based on first tracking the sources and then estimation of source spectrograms using multich…

cs.SD2017

Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural Network

Sharath Adavanne, Pasi Pertilä, Tuomas Virtanen

This paper proposes to use low-level spatial features extracted from multichannel audio for sound event detection. We extend the convolutional recurrent neural network to handle mo…