yslee1225/whisper-data dataset hosted on Hugging Face and contributed by the HF Datasets community

m-aliabbas1/whisper-med-en-data dataset hosted on Hugging Face and contributed by the HF Datasets community

This dataset is WHISPER SET 1, a dataset for speech enhancement and source separation recorded with a Wireless Acoustic Sensor Network (WASN) called WHISPER Kiselev2018. The dataset contains samples for up to 4 concurrent speakers and speech in noise. The dataset was recorded in a room with low reverberation (T_60 = 0.2 s) and using 16 microphones. In general, each track contains first a calibration phase where each of the speakers sequentially is active alone for 15 seconds. Followed by 15 seconds of all the speakers together (plus noise in some cases).

===

Each sample is a 16-channel wav file in which the order of the channel follows the following logic:

0 - module 5 mic 1 1 - module 5 mic 2 2 - module 5 mic 3 3 - module 5 mic 4 4 - module 6 mic 1 5 - module 6 mic 2 6 - module 6 mic 3 7 - module 6 mic 4 8 - module 7 mic 1 9 - module 7 mic 2 10 - module 7 mic 3 11 - module 7 mic 4 12 - module 8 mic 1 13 - module 8 mic 2 14 - module 8 mic 3 15 - module 8 mic 4

Refer to the floor plan for a visual illustration of the microphone arrangement.

The files are divided into two subfolders, one for the samples of speech enhancement and one for the samples of speech separation.

• In the folder of speech separation, the files are divided into subfolders defining the number of speakers in the mixtures (2, 3, or 4)
• In the folder of speech enhancement, the files are divided into subfolders following the SNR of the mixture (0, -5, -10 dB)

Samples are ordered in folders. Each sample folder contains a 15 seconds 16-channels mixture.wav file, plus the 15 seconds 16-channels calibX.wav files one for each speaker alone or noise alone in the mixture. That is a sample with a mixture with 4 speakers will have 4 calibration files (calib1.wav, calib2.wav, calib3.wav, calib4.wav) and a mixture of a speaker plus noise will have 2 calibration files one for speech (calib1.wav) and one for noise (calib2.wav).

==

A Jupyter notebook is included to show an example of how to use the data of this dataset for speech separation and speech enhancement using beamforming. The notebook is dependent on this beamforming library and this tool to evaluate the quality of the separation.

==

Refer to the README.md in the dataset for more information.

For any question please contact enea.ceolini@gmail.com

WHISPers stands for Wildlife Health Information Sharing Partnership - event reporting system. It is a web-based repository for sharing basic information about historic and ongoing wildlife mortality (death) and morbidity (illness) events. The system possesses a searchable archive of wildlife mortality and morbidity event data that is available to the public. The information is opportunistically collected and does not reflect all the mortality events that occur in North America.

m-aliabbas1/whisper-med-ur-data dataset hosted on Hugging Face and contributed by the HF Datasets community

The Wave of HIgh frequency and Sounder for Probing of Electron density by Relaxation (WHISPER) performs the measurement of the electron density on the four satellites of the CLUSTER project. The two main purposes of the WHISPER experiment are to record the natural waves and to make a diagnostic of the electron density using the radio-wave sounding technique. The various working modes and the Fourier transforms calculated on board provide a good frequency resolution obtained in the bandwidth 2 to 83 kHz. Onboard data compression by the Digital Wave Processing (DWP) intrument allows a good dynamic and level resolution of the electric signal amplitude.All WHISPER datasets are available on the ESA Cluster Science Archive at https://csa.esac.esa.int/

235 Global import shipment records of Whisper with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

This dataset provides information about the number of properties, residents, and average property values for Whisper Way cross streets in Selah, WA.

This dataset provides information about the number of properties, residents, and average property values for Whisper Sound Street cross streets in Minneola, FL.

This dataset provides information about the number of properties, residents, and average property values for Whisper Spring Cove cross streets in Draper, UT.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

This dataset provides information about the number of properties, residents, and average property values for Whisper Wind Place cross streets in Draper, UT.

Density data during the plasmaspheric plume event on 13 July 2013 derived by the WHISPER instrument onboard the 4 Cluster satellites.

The description of the WHISPER instrument is given here : https://doi.org/10.5194/angeo-19-1241-2001

This dataset is a zipped file composed of 4 ASCII files, 1 for each Cluster satellite.

775 Global export shipment records of Whisper with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Low-amplitude ‘whisper songs’ are a taxonomically broad phenomenon in birds that could play an important role in the suite of behaviors birds use to communicate. Due to its cryptic nature, there are inherent difficulties in capturing high-quality whisper song recordings without interrupting natural behaviors. Thus, whisper song acoustic structure is poorly understood and its potential function remains the subject of debate. Here, we present one of the first quantitative assessments of the acoustic structure of whisper song in birds. Using an innovative microphone transmitter we collected high quality recordings of broadcast and whisper songs from the Myadestes obscurus (ʻŌmaʻo), a thrush species endemic to the Island of Hawai‘i. The transmitter was attached to the birds and broadcasted radio-signals of all vocalizations produced by the individual to distances over 100 m away which minimized disruption of the birds’ normal behavior while recording. We demonstrate that ʻŌmaʻo whisper song...

Abdulvajid/whisper-train-data-ar dataset hosted on Hugging Face and contributed by the HF Datasets community

Distil Whisper: Common Voice 13

This is a variant of the Common Voice 13 dataset, augmented to return the pseudo-labelled Whisper Transcriptions alongside the original dataset elements. The pseudo-labelled transcriptions were generated by labelling the input audio data with the Whisper large-v2 model with greedy sampling. For information on how the original dataset was curated, refer to the original dataset card.

  Standalone Usage

First, install the latest… See the full description on the dataset page: https://huggingface.co/datasets/distil-whisper/common_voice_13_0.

List of the available plasmaspheric equatorial density plots determined from the WHISPER instrument onboard the 4 Cluster spacecraft, as a function of the McIlwain L-shell parameter.

This dataset provides information about the number of properties, residents, and average property values for Whisper Way Court cross streets in Troy, MI.