755 citations · 2.7k across the 91 of their papers we have counts for
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Detecting Road Surface Wetness from Audio: A Deep Learning Approach
Irman Abdić, Lex Fridman, Erik Marchi +4
We introduce a recurrent neural network architecture for automated road surface wetness detection from audio of tire-surface interaction. The robustness of our approach is evaluate…
The ICSTM+TUM+UP Approach to the 3rd CHIME Challenge: Single-Channel LSTM Speech Enhancement with Multi-Channel Correlation Shaping Dereverberation and LSTM Language Models
Amr El-Desoky Mousa, Erik Marchi, Björn Schuller
This paper presents our contribution to the 3rd CHiME Speech Separation and Recognition Challenge. Our system uses Bidirectional Long Short-Term Memory (BLSTM) Recurrent Neural Net…
A deep matrix factorization method for learning attribute representations
George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou +1
Semi-Non-negative Matrix Factorization is a technique that learns a low-dimensional representation of a dataset that lends itself to a clustering interpretation. It is possible tha…