625 citations · 1.2k across the 22 of their papers we have counts for
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cs.SD2016★ 332 cited
Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings
Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen
In this paper we present an approach to polyphonic sound event detection in real life recordings based on bi-directional long short term memory (BLSTM) recurrent neural networks (R…
cs.CV2016★ 70 cited
Car Type Recognition with Deep Neural Networks
Heikki Huttunen, Fatemeh Shokrollahi Yancheshmeh, Ke Chen
In this paper we study automatic recognition of cars of four types: Bus, Truck, Van and Small car. For this problem we consider two data driven frameworks: a deep neural network an…