This dataset provides information about the number of properties, residents, and average property values for Songer Avenue cross streets in Bucyrus, OH.

Three datasets are included: 1) survival of domesticated canaries and American crows following sub-cutaneous challenges ranging from 101 – 105 plaque forming units of West Nile virus. 2) Arbitrary units of WNV detected by RT-PCR or plaque forming units of WNV cultured in vero cells in 4 separate studies. Culture results are indicated for each day post WNV challenge. 3) Weight (mass) changes in grams in canaries and crows each day following WNV challenge. Day 0 (inoculation) set to 0 gms, then each subsequent day is change in gms from previous day.

What is STraDa?

STraDa is a dataset that was presented at the late breaking demo session of ISMIR 2023. The detailed description of the dataset is in README.md.

STraDa is large-scale music audio dataset that contains singers' metadata, tracks' metadata, IDs for downloading audios of 30s (preview parts) by using Deezer API. This dataset could be used for various MIR tasks, such as singer identification, singer recognition, singer gender/age detection, genre classification, language classification. The training set contains 25194 excerpts of 30s, and 5264 singers. The testing set contains 200 songs from 200 singers that are balanced across two genders, 5 languages and 4 age groups (5 song/gender/language/age group), that could be used for bias analysis.

What does STraDa contain?

An important feature of STraDa is that each track only has a single lead singer, which improves the accuracy of annotations.

The annotations in the training set are gathered and cross-validated from 4 different data sources: Deezer, Wikidata, musicbrainz, discogs.

The testing set is curated and annotated manually to ensure perfect accuracy.

Singers' metadata contains gender, birth year and active country. Tracks' metadata contains genre, language and release date.

What could STraDa be used for?

STraDa could be used for singer identification, singer recognition, singer gender/age detection, song genre/language identification. The balance in the testing set could enable bias analysis.

Dataset use

This dataset is only available for conducting non-commercial research related to audio analysis under license Creative Commons Attribution Non Commercial 2.5 Generic. It's important to note that data under this license are data contained in STraDa, not applicable to audios. We do NOT grant permission for any modification, generation or manipulation using these audios.

We wholeheartedly welcome researchers to use STraDa for their own research purpose. Please send an email to ykong@deezer.com if you have any questions about the data.

Citation

If you use STraDa, please cite following paper:

@inproceedings{kong2024stradasingertraitsdataset, title={STraDa: A Singer Traits Dataset}, author={Yuexuan Kong and Viet-Anh Tran and Romain Hennequin}, booktitle={Interspeech 2024}, year={2024} }

This dataset provides information about the number of properties, residents, and average property values for Songer Street cross streets in Waynesboro, TN.

Want to know more about the new phenomenon del pop? This dataset brinds you a lot of information about Sabrina Carpenter, and how her streams and sales increased over the years.

The columns in this dataset are:

ID - unique identifier for each track

track_name - the name of the track

track_type - the type of track, which could indicate if it’s a single, remix, or b-side

track_musical_genre - the genre classification of the track

duration_ms - the duration of the track in milliseconds

spotify_streams - the number of streams the track has on Spotify

spotify_global_peak - the highest global ranking the track achieved on Spotify charts

spotify_usa_peak - the highest USA ranking the track achieved on Spotify charts

track_videoclip - indicates if the track has an official videoclip

videoclip_views - the number of views of the track's videoclip on YouTube

album - the name of the album

album_physical_sales - the physical sales of the album

track_number - the order the song appears on his album

album_musical_genre - the genre of the album

release_date - the release date of the track

uri - the Spotify URI for the track

acousticness - a measure of how acoustic the track is (0 to 1)

danceability - a measure of how suitable the track is for dancing (0 to 1) based on a combination of musical elements including rhythm stability, tempo and beat

energy - the intensity and activity level of the track (0 to 1). Typically, energetic tracks feel fast, loud, and noisy

instrumentalness - a measure of how much of the track is instrumental (0 to 1). The closer the instrumentalness value is to 1.0, the greater likelihood the track contains no vocal content

liveness - a measure of how "live" the track feels, indicating audience presence (0 to 1). Tracks with higher liveness values are more likely to have been performed in a live setting

loudness - the overall loudness of the track in decibels (dB). Loudness is the quality of a sound that is the primary psychological correlate of physical strength (amplitude). Values typically range between -60 and 0 db

speechiness - a measure of the amount of spoken words in the track (0 to 1). The more exclusively speech-like the recording (e.g. talk show, audio book, poetry), the closer to 1.0 the attribute value

tempo - the tempo or speed of the track in beats per minute (BPM). Tempo is the speed or pace of a given piece and derives directly from the average beat duration

valence - a measure of how positive or negative the track sounds (0 to 1). Tracks with high valence sound more positive

Explore detailed Brick import data of Songer Services in the USA—product details, price, quantity, origin countries, and US ports.

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.

22 Global import shipment records of Singer Sewing Machine 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.

This dataset is about books. It has 2 rows and is filtered where the author is Noel Francis Singer. It features 2 columns including ISBN.

This dataset provides information about the number of properties, residents, and average property values for Songer Road cross streets in Ronan, MT.

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.

Historical price data and trends for Singer SM 100-3 including current price, price changes, and market analysis.

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.

No description is available. Visit https://dataone.org/datasets/sha256%3A9cf5b9dcda1201698d61fc21a68f309dfbdc4b739d786dac32ba1149e02b8cdd for complete metadata about this dataset.

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.

Global trade data of Singer sewing machine under 845210, 845210 global trade data, trade data of Singer sewing machine from 80+ Countries.

This dataset provides information about the number of properties, residents, and average property values for 4th Street cross streets in Singer, LA.

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.

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.