Demystifying the role of natural language processing (NLP) in smart city applications: background, motivation, recent advances, and future research directions

N Tyagi, B Bhushan - Wireless Personal Communications, 2023 - Springer
Smart cities provide an efficient infrastructure for the enhancement of the quality of life of the
people by aiding in fast urbanization and resource management through sustainable and …

Voice analysis for neurological disorder recognition–a systematic review and perspective on emerging trends

P Hecker, N Steckhan, F Eyben, BW Schuller… - Frontiers in Digital …, 2022 - frontiersin.org
Quantifying neurological disorders from voice is a rapidly growing field of research and
holds promise for unobtrusive and large-scale disorder monitoring. The data recording setup …

The INTERSPEECH 2021 computational paralinguistics challenge: COVID-19 cough, COVID-19 speech, escalation & primates

BW Schuller, A Batliner, C Bergler, C Mascolo… - ar**
B Sattarov, II Baskin, D Horvath, G Marcou… - Journal of chemical …, 2019 - ACS Publications
Here we show that Generative Topographic Map** (GTM) can be used to explore the
latent space of the SMILES-based autoencoders and generate focused molecular libraries …

The interspeech 2018 computational paralinguistics challenge: Atypical & self-assessed affect, crying & heart beats

BW Schuller, S Steidl, A Batliner… - … Annual Conference of …, 2018 - oulurepo.oulu.fi
Abstract The INTERSPEECH 2018 Computational Paralinguistics Challenge addresses four
different problems for the first time in a research competition under well-defined conditions …

Cryptomining detection in container clouds using system calls and explainable machine learning

RR Karn, P Kudva, H Huang, S Suneja… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The use of containers in cloud computing has been steadily increasing. With the emergence
of Kubernetes, the management of applications inside containers (or pods) is simplified …

Deep scalogram representations for acoustic scene classification

Z Ren, K Qian, Z Zhang, V Pandit… - IEEE/CAA Journal of …, 2018 - ieeexplore.ieee.org
Spectrogram representations of acoustic scenes have achieved competitive performance for
acoustic scene classification. Yet, the spectrogram alone does not take into account a …

A survey of audio classification using deep learning

K Zaman, M Sah, C Direkoglu, M Unoki - IEEE Access, 2023 - ieeexplore.ieee.org
Deep learning can be used for audio signal classification in a variety of ways. It can be used
to detect and classify various types of audio signals such as speech, music, and …