cough-speech-sneeze¶

Created by S Amiriparian, S Pugachevskiy, N Cummins, D Hantke, J Pohjalainen, G Keren, Schuller, BW

version	2.0.1
license	CC-BY-4.0
source	Dataset based on the publication of Shahin Amiriparian: “Amiriparian, S., Pugachevskiy, S., Cummins, N., Hantke, S., Pohjalainen, J., Keren, G., Schuller, B., 2017. CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms, in: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, pp. 340–345. https://doi.org/10.1109/ACII.2017.8273622”
usage	commercial
languages
format	wav
channel	1
sampling rate	16000, 44100
bit depth	16
duration	0 days 03:02:29.436148526
files	4310, duration distribution: 0.5 s 29.3 s
repository	data-public
published	2024-01-02 by audeering

Description¶

Cough-speech-sneeze: a data set of human sounds This dataset was collected by Dr. Shahin Amiriparian. It contains samples of human speech, coughing, and sneezing collected from YouTube, as well as silence clips. The original publication of this (possibly then extended) dataset is the following: Amiriparian, S., Pugachevskiy, S., Cummins, N., Hantke, S., Pohjalainen, J., Keren, G., Schuller, B., 2017. CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms, in: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, pp. 340–345. https://doi.org/10.1109/ACII.2017.8273622

Example¶

coughing/6hw6_4eb_hq_18.41-19.81.wav

../_images/cough-speech-sneeze-2.0.1-player-waveform.png

Tables¶

files

filewise

category, duration

file	category	duration
coughing/sqei2xjfnpk_262.51-263.43.wav	coughing	0 days 00:00:00.920022676
coughing/3id3zrrzbvm_139.88-140.83.wav	coughing	0 days 00:00:00.950022676
coughing/kopzxumj430_40.94-41.8.wav	coughing	0 days 00:00:00.860000
coughing/kopzxumj430_37.98-39.18.wav	coughing	0 days 00:00:01.200045351
coughing/ta_ihseeuyk_118.7-119.84.wav	coughing	0 days 00:00:01.140022676
4310 rows x 2 columns

Schemes¶

ID	Dtype	Labels
category	str	coughing, silence, sneezing, speech
duration	time