Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Focused groupdiscussions among students preparing for exams, covering study strategies, academic planning, and collaborative learning dialogue.
1. Overview the provider has off-the-shelf 1 million videos of multimodal data, including multi-style video, lip syn, emotion video and etc.
Acapella and instrumental pairs is the clean ground truth for separation: 1,334 pairs, 2,668 WAV files, about 146 hours of audio, counted on 14 October 2026.
DAW sessions is the set nobody else sells: about 12,400 distinct project files from working electronic producers, counted in a census of every archive WMDM holds on 16…
Stems is the largest part of the the provider catalogue: 2,819 stems packs from finished electronic tracks, more than 63,000 stems, about 4,200 hours of audio, counted…
Silencio’s Venue Noise-Level Dataset offers acoustic profiles of venues worldwide, collected from over 10 million hours of real dBA measurements.
A Chinese multi-turn spoken dialogue dataset covering everyday, travel, and academic domains.
An English multi-turn spoken dialogue dataset covering everyday, travel, and academic domains.
A Japanese multi-turn spoken dialogue dataset covering everyday, travel, and academic domains.
A Korean multi-turn spoken dialogue dataset covering everyday, travel, and academic domains.