# Audio Forager

Summer DB entity ID: a0bcf517\-c0ae\-4c7d\-96a6\-522f5fea65a7

Steam App ID: 694550

Feel the magic of Machine Learning in this new experiment that combines over 44,000 sounds from Freesound, a data set created by Kyle McDonald and a touch of Cabbibo weirdness\.    Run your hands through a cloud of sound, learn the shape of the computers mind, select your favorite audio delicacies and make a drum set from this decadent aural smorgasbord\.    The mechanics may be simple \( navigate through a 3D map of sounds , select individual sounds to keep, and hit those sounds again to play them \), but because of absolutely massive size of the data set, the possibilities are endless\!    Want to create your own piano out of synth notes? Go ahead\!  How about a marimba of pops and crackles? Be my guest\!    And if you are just the exploring type, the data is beautiful enough to begin with\! There is no need to make an instrument, or play it, because in from of you lies a tool for discovering and understanding a beautiful algorithm, and even more beautiful data: Sound    This project would not be possible without the amazing community of FreeSound\.org  As well as Kyle McDonald, who scraped audio from freesound\.org & made t\-SNE embeddings of the data\!    Created during Unity Artist in Residency 2017

## Game information

- Type: game

- Developer: Cabbibo

- Publisher: Cabbibo

- Release date: Mar 2, 2018

- Coming soon: false

- Free to play: true

- Parent Steam app: Not collected

- Genres: Casual, Free To Play, Indie, Simulation

- Categories: Single\-player, Tracked Controller Support, VR Only, Family Sharing

- Platforms: windows

- Website: Not collected

- Screenshots: https://shared\.akamai\.steamstatic\.com/store\_item\_assets/steam/apps/694550/ss\_116f14ea649e903ca8ddc258f1a084c0f37fa733\.1920x1080\.jpg?t=1520032536, https://shared\.akamai\.steamstatic\.com/store\_item\_assets/steam/apps/694550/ss\_7107e0032b07288a38224624fa79dbda4c7cd4b0\.1920x1080\.jpg?t=1520032536, https://shared\.akamai\.steamstatic\.com/store\_item\_assets/steam/apps/694550/ss\_8b2364bc0d07e823143a8f05d9773abad6fbab82\.1920x1080\.jpg?t=1520032536, https://shared\.akamai\.steamstatic\.com/store\_item\_assets/steam/apps/694550/ss\_7a96476f27b504b944c77cef70dce2e1c101c445\.1920x1080\.jpg?t=1520032536, https://shared\.akamai\.steamstatic\.com/store\_item\_assets/steam/apps/694550/ss\_fa6248ed9405a73608408b50e1368c3242cecd28\.1920x1080\.jpg?t=1520032536

- Price: Not collected

- Price country: Not collected

## Observed metrics

- Current players: 0

- Steam review count: 27

- Steam positive reviews: 24

- Steam negative reviews: 3

- Steam positive percentage: 88.88888888888889%

- Summer DB rating: No native votes

Review filters: \{"language":"all","review\_type":"all","purchase\_type":"all","filter\_offtopic\_activity":0\}

## Player history

[Seven-day chart data as Markdown](/api/v1/entities/a0bcf517-c0ae-4c7d-96a6-522f5fea65a7/player-metrics?days=7&format=markdown) · [JSON](/api/v1/entities/a0bcf517-c0ae-4c7d-96a6-522f5fea65a7/player-metrics?days=7)

Chart values are hourly observed maxima. The sampled 24-hour peak and missing intervals carry explicit coverage; history before collection is unknown.

## Sources and freshness

- Catalog membership: store\_catalog

- Catalog observed: 2026\-09\-28T16:58:32\.455488\+00:00

- Details observed: 2026\-09\-23T02:00:21\.7354\+00:00

- Player count observed: 2026\-09\-23T02:00:23\.094505\+00:00

- Reviews observed: 2026\-09\-23T02:00:22\.725819\+00:00

Full provenance: \{"urls":\{"price":null,"catalog":"https://api\.steampowered\.com/IStoreService/GetAppList/v1/","details":"https://store\.steampowered\.com/app/694550/","players":"https://api\.steampowered\.com/ISteamUserStats/GetNumberOfCurrentPlayers/v1/?appid=694550","reviews":"https://store\.steampowered\.com/appreviews/694550"\},"price":null,"source":"steam","catalog":"2026\-09\-28T16:58:32\.455488\+00:00","country":"US","details":"2026\-09\-23T02:00:21\.7354\+00:00","players":"2026\-09\-23T02:00:23\.094505\+00:00","reviews":"2026\-09\-23T02:00:22\.725819\+00:00","language":"en","editorial":null,"membership":"store\_catalog","observations":\{"price":null,"catalog":"60599c30\-d41d\-45ce\-8c26\-5c05240cf246","details":"0b981457\-e4a4\-4a61\-bd21\-9aa398a7bb8f","players":"cc8d06a9\-f63f\-42b8\-9fa8\-75851e529b4e","reviews":"20034ad0\-f5a1\-4a9c\-89cb\-83f38373d49e"\},"reviewFilters":\{"language":"all","review\_type":"all","purchase\_type":"all","filter\_offtopic\_activity":0\}\}

Native rating methodology: \{"count":0,"average":null,"entityId":"a0bcf517\-c0ae\-4c7d\-96a6\-522f5fea65a7","revision":0,"observedAt":null,"methodology":"arithmetic\-v1","distribution":\[0,0,0,0,0,0,0,0,0,0\]\}

Steam reviews are not Summer DB votes. Missing data is not zero. Player counts are observations, not historical peaks. A supplemental record does not establish that a game was delisted.

[Steam store](https://store.steampowered.com/app/694550/) · [JSON](/api/v1/games/a0bcf517-c0ae-4c7d-96a6-522f5fea65a7)