output
20042026
most citedThe Infrared Astronomical Mission AKARI

842 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.SDShow all

3 papers · 1 filter

cs.SD2019

Improving Voice Separation by Incorporating End-to-end Speech Recognition

Naoya Takahashi, Mayank Kumar Singh, Sakya Basak +3

Despite recent advances in voice separation methods, many challenges remain in realistic scenarios such as noisy recording and the limits of available data. In this work, we propos…

cs.SD2018★ 6 cited

MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation

Naoya Takahashi, Nabarun Goswami, Yuki Mitsufuji

Deep neural networks have become an indispensable technique for audio source separation (ASS). It was recently reported that a variant of CNN architecture called MMDenseNet was suc…

cs.SD2016★ 94 cited

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection

Naoya Takahashi, Michael Gygli, Beat Pfister +1

We propose a novel method for Acoustic Event Detection (AED). In contrast to speech, sounds coming from acoustic events may be produced by a wide variety of sources. Furthermore, d…