Audio and acoustics

Video

Speech Emotion Recognition with Convolutional Neural Networks

August 3, 2017 | Srinivas Parthasarathy

Speech emotion recognition promises to play an important role in various fields such as healthcare, security, HCI. This talk examines various convolutional neural network architectures for recognizing emotion in utterances in the Chinese language. Experiments…

Speech Emotion Recognition with Convolutional Neural Networks

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Publication

The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques

Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuël A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka

New Era for Robust Speech Recognition | Published by Springer | 2017

Publication

Multichannel Speech Enhancement Approaches to DNN-Based Far-Field Speech Recognition

Marc Delcroix, Takuya Yoshioka, Nobutaka Ito, Atsunori Ogawa, Keisuke Kinoshita, Masakiyo Fujimoto, Takuya Higuchi, Shoko Araki, Tomohiro Nakatani

New Era for Robust Speech Recognition | Published by Springer | 2017

Publication

Understanding divergent thermal conductivity in single polythiophene chains using Green–Kubo modal analysis and sonification

Wei Lv, R. Michael Winters, Freddy DeAngelis, Gil Weinberg, Asegun Henry

Journal of Physical Chemistry A | July 2017, Vol 121: pp. 5586-5596

Publication

Modelling and estimation of the spatial impulse response in reverberant conditions

Ivan Tashev, Hannes Gamper, Lyle Corbin

June 2017

Acoustical Society of America

Project

Publication

Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality

Ivan Tashev, Hannes Gamper

The Journal of the Acoustical Society of America | June 2017, Vol 141

Project

Publication

Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks

Shuayb Zarar, Ivan Tashev

IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017

Project

Publication

Robust harmonic features for classification-based pitch estimation

IEEE/ACM Transactions on Audio, Speech, and Language Processing | May 2017, Vol 25(5): pp. 952-964

Publication

A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization

Shuayb Zarar, Ivan Tashev

IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017

Project

Publication

Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks

Zhong-Qiu Wang, Ivan Tashev

Proc. ICASSP | March 2017

Project