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18,621 results for “development;”
TAU Urban Acoustic Scenes 2019 Mobile, Development dataset
<p>TUT Urban Acoustic Scenes 2019 Mobile development dataset consists of 10-seconds audio segments from 10 acoustic scenes:</p> <ul> <li>Airport - <em>airport</em></li> <li>Indoor shopping mall - <em>shopping_mall</em></li> <li>Metro station - <em>metro_station</em></li> <li>Pedestrian street - <em>street_pedestrian</em></li> <li>Public square - <em>public_square</em></li> <li>Street with medium level of traffic - <em>street_traffic</em></li> <li>Travelling by a tram - <em>tram</em></li> <li>Travelling by a bus - <em>bus</em></li> <li>Travelling by an underground metro - <em>metro</em></li> <li>Urban park - <em>park</em></li> </ul> <p>Recordings were made with three devices that captured audio simultaneously. Each acoustic scene has 1440 segments (240 minutes of audio) recorded with device A (main device) and 108 segments of parallel audio (18 minutes) each recorded with devices B and C. The dataset contains in total 46 hours of audio.</p>
TAU Urban Acoustic Scenes 2019, Development dataset
<p>TAU Urban Acoustic Scenes 2019 development dataset consists of 10-seconds audio segments from 10 acoustic scenes:</p> <ul> <li>Airport - <em>airport</em></li> <li>Indoor shopping mall - <em>shopping_mall</em></li> <li>Metro station - <em>metro_station</em></li> <li>Pedestrian street - <em>street_pedestrian</em></li> <li>Public square - <em>public_square</em></li> <li>Street with medium level of traffic - <em>street_traffic</em></li> <li>Travelling by a tram - <em>tram</em></li> <li>Travelling by a bus - <em>bus</em></li> <li>Travelling by an underground metro - <em>metro</em></li> <li>Urban park - <em>park</em></li> </ul> <p>Each acoustic scene has 1440 segments (240 minutes of audio). The dataset contains in total 40 hours of audio.</p>
TAU Urban Acoustic Scenes 2019 Openset, Development dataset
<p>TAU Urban Acoustic Scenes 2019 Openset development dataset is designed for researching open set classification problem in acoustic scene classification. In this problem, the test recording may be from a different environment than the 10 target classes. The dataset consists of 10-seconds audio segments from 10 acoustic scenes:</p> <ul> <li>Airport - <em>airport</em></li> <li>Indoor shopping mall - <em>shopping_mall</em></li> <li>Metro station - <em>metro_station</em></li> <li>Pedestrian street - <em>street_pedestrian</em></li> <li>Public square - <em>public_square</em></li> <li>Street with medium level of traffic - <em>street_traffic</em></li> <li>Travelling by a tram - <em>tram</em></li> <li>Travelling by a bus - <em>bus</em></li> <li>Travelling by an underground metro - <em>metro</em></li> <li>Urban park - <em>park</em></li> </ul> <p>In addition, material for Unknown scene `unknown` is provided from 4 scenes:</p> <ul> <li>Beach - <em>beach</em>, extracted from TUT Acoustic scenes 2017 dataset</li> <li>Library - <em>library</em>, extracted from TUT Acoustic scenes 2017 dataset</li> <li>Office - <em>office</em>, extracted from TUT Acoustic scenes 2017 dataset</li> <li>Public event - <em>public_event</em></li> </ul>
TAU Spatial Sound Events 2019 - Ambisonic and Microphone Array, Development Datasets
<p>This package consists of two development datasets, <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> and <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong>. These datasets contain recordings from an identical scene, with <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> providing four-channel First-Order Ambisonic (FOA) recordings while <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> provides four-channel directional microphone recordings from a tetrahedral array configuration. Both formats are extracted from the same microphone array. The recordings in the two datasets consist of stationary point sources from multiple sound classes each associated with a temporal onset and offset time, and DOA coordinate represented using azimuth and elevation angle. These development datasets are part of the <a href="https://github.com/sharathadavanne/seld-dcase2019">DCASE 2019 Sound Event Localization and Detection Task</a>.</p> <p>Both the development set consists of 400, one minute long recordings sampled at 48000 Hz, and divided into four cross-validation splits of 100 recordings each. These recordings were synthesized using spatial room impulse response (IRs) collected from five indoor locations, at 504 unique combinations of azimuth-elevation-distance. Furthermore, in order to synthesize the recordings, the collected IRs were convolved with <a href="http://www.cs.tut.fi/sgn/arg/dcase2016/task-sound-event-detection-in-synthetic-audio#audio-dataset">isolated sound events dataset from DCASE 2016 task 2</a>. Finally, to create a realistic sound scene recording, natural ambient noise collected in the IR recording locations was added to the synthesized recordings such that the average SNR of the sound events was 30 dB.</p> <p>The IRs were collected in Finland by Tampere University between 12/2017 - 06/2018. The data collection received funding from the European Research Council, grant agreement 637422 EVERYSOUND.</p> <p><strong>Download instructions</strong></p> <p>The three files, <strong><em>foa_dev.z01</em></strong>,<strong><em> foa_dev.z02</em></strong> and <strong><em>foa_dev.zip</em></strong>, correspond to audio data of <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> development dataset.<br> The two files, <strong><em>mic_dev.z01</em></strong> and, <strong><em>mic_dev.zip</em></strong>, correspond to audio data of <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> development dataset.<br> The <strong><em>metadata_dev.zip</em></strong> is the common metadata for both <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> and <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> development datasets.</p> <p>Download the zip files corresponding to the dataset of interest and use your favorite compression tool to unzip these split zip files.<br> </p>
FIGURE 1 in Description and development of the tadpole of Rhacophorus feae (Anura; Rhacophoridae)
FIGURE 1. Rhacophorus feae tadpole (BMNH 2018.5513) at Gosner Stage 36. (A) Lateral view, (B) ventral view, (C) dorsal view, (D) oral disc.
FIGURE 31. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 31. Bryobiella desertorum Tuttle & Baker 1968. Protonymph, ex. Euphorbia albomarginata, posterior venter.
FIGURE 34. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 34. Bryobiella desertorum Tuttle & Baker 1968. Larva, ex. Euphorbia albomarginata, dorsum.
FIGURE 37. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 37. Bryobiella desertorum Tuttle & Baker 1968. Larva, ex. Euphorbia albomarginata, A, stylophore and peritreme; B, palp.
FIGURE 30. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 30. Bryobiella desertorum Tuttle & Baker 1968. Protonymph, ex. Bouteloua aristidoides, striae between coxae III and coxae IV.
FIGURE 27. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 27. Bryobiella desertorum Tuttle & Baker 1968. Deutonymph, ex. Tiquilia palmeri, A, leg I; B, leg II; C, leg III; D, leg IV.
FIGURE 25. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 25. Bryobiella desertorum Tuttle & Baker 1968. Deutonymph, ex. Euphorbia albomarginata, posterior venter.
FIGURE 23. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 23. Bryobiella desertorum Tuttle & Baker 1968. Deutonymph, ex. Euphorbia albomarginata, posterior dorsum.
FIGURE 33. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 33. Bryobiella desertorum Tuttle & Baker 1968. Protonymph, ex. Euphorbia albomarginata, A, leg I; B, leg II; C, leg III; D, leg IV; E, distal tarsus I; F, distal tarsus II.
FIGURE 19. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 19. Bryobiella desertorum Tuttle & Baker 1968. Male, aedeagi, A, ex. Atriple elegans; B, ex. Tiquilia palmeri.
FIGURE 16. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 16. Bryobiella desertorum Tuttle & Baker 1968. Male, paratype, ex. Euphorbia albomarginata, venter.
FIGURE 15. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 15. Bryobiella desertorum Tuttle & Baker 1968. Male, ex Atriplex elegans, dorsum and venter lateral view.
FIGURE 18. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 18. Bryobiella desertorum Tuttle & Baker 1968. Male, aedeagi, A, ex. Euphorbia albomarginata, B, ex. Tiquilia palmeri; C, ex. Atriple elegans.
FIGURE 21. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 21. Bryobiella desertorum Tuttle & Baker 1968. Male, ex Atriplex elegans, A, leg I; B, Leg II; C, leg III; D, Leg IV.
FIGURE 29. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 29. Bryobiella desertorum Tuttle & Baker 1968. Protonymph, ex. Euphorbia albomarginata, posterior dorsum, A, showing longitudinal striae between h2-h2, B, showing transverse striae between h2-h2.
FIGURE 13. Bryobiella desertorum Tuttle & Baker 1968 in Revision of Bryobiella Tuttle & Baker (Acari, Tetranychidae), with ontogenetic development and redescription of B. desertorum
FIGURE 13. Bryobiella desertorum Tuttle & Baker 1968. Male, ex. Euphorbia albomarginata, dorsum.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.