datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
OmniReasoner-SFT
OmniReasoner-SFT
OmniReasoner-SFT is a mixed-source, research-only supervised fine-tuning dataset
for audio-visual and long-video reasoning. It contains two-stage cold-start SFT
trajectories with interval selection, zoom-in evidence, and final answers.
Contents
data/train.jsonl: HF-ready training JSONL with repo-relative media paths.
media/: raw and derived media referenced by train.jsonl.
manifests/media_manifest.jsonl: media inventory with repo paths, source
family… See the full description on the dataset page: https://huggingface.co/datasets/Rocky131/OmniReasoner-SFT.Pop-Rock-Hybrid-Stem-Dataset-cat001
Dataset Overview: Pop Rock Hybrid Stem Dataset (cat001)
This dataset contains a curated collection of original instrumental music designed for commercial and research applications in music analysis, audio modeling, and production workflows.
Every composition, arrangement, performance, sound design element, and production decision was created entirely through human musical and technical processes. All music contained in this dataset is 100% human-made (is_human_created: TRUE).… See the full description on the dataset page: https://huggingface.co/datasets/ToneCubeMedia/Pop-Rock-Hybrid-Stem-Dataset-cat001.audio-tokenizer-demo
Audio Tokenizer Demo Dataset
Audio samples processed by various neural audio tokenizers for comparison.
Tokenizers
Column
Tokens/sec
Codebooks
cosyvoice2
25
1
glm4voice
12.5
1
mimoaudio
6.25
8
neucodec
50
1
wavtokenizer
40
1
xcodec2
50
1
unicodec
75
1
bicodec
50
1 (Semantic) + 1 (Global Fixed 35 tokens)
flexicodec
<100
1(FSQ)+7(RVQ)
varstok
<40
1
MOSS
400
32
elvis_jailhouse_rock_speakingPop-Rock-Hybrid-Mini-Dataset-Indie-Rock-Aggressive-CAT001-S07
Dataset Overview: Pop Rock Hybrid Mini Dataset — Indie Rock: Aggressive (CAT001-S07)
This dataset is a compact evaluation and production subset of the Pop Rock Hybrid Stem Dataset (cat001), designed for commercial AI, machine learning, audio analysis, music information retrieval (MIR), and related technical workflows.
CAT001-S07 contains one seed composition and four engineered variations, with a consistent fullmix and 3-stem architecture across each variation. This provides a… See the full description on the dataset page: https://huggingface.co/datasets/ToneCubeMedia/Pop-Rock-Hybrid-Mini-Dataset-Indie-Rock-Aggressive-CAT001-S07.Pop-Rock-Hybrid-Mini-Dataset-Indie-Pop-Warm-CAT001-S09
Dataset Overview: Pop Rock Hybrid Mini Dataset — Indie Pop: Warm (CAT001-S09)
This dataset is a compact evaluation and production subset of the Pop Rock Hybrid Stem Dataset (cat001), designed for commercial AI, machine learning, audio analysis, music information retrieval (MIR), and related technical workflows.
CAT001-S09 contains one seed composition and four engineered variations, with a consistent fullmix and 3-stem architecture across each variation. This provides a… See the full description on the dataset page: https://huggingface.co/datasets/ToneCubeMedia/Pop-Rock-Hybrid-Mini-Dataset-Indie-Pop-Warm-CAT001-S09.RocketRaccoonGregEllisinterleaved-dataset
Interleaved-Dataset
This dataset contains word-level aligned audio segments corpus. Generated using WhisperX alignment.
rockyPop-Rock-Hybrid-Mini-Dataset-Indie-Pop-Uplifting-CAT001-S01
Dataset Overview: Pop Rock Hybrid Mini Dataset — Indie Pop: Uplifting (CAT001-S01)
This dataset is a compact evaluation and production subset of the Pop Rock Hybrid Stem Dataset (cat001), designed for commercial AI, machine learning, audio analysis, music information retrieval (MIR), and related technical workflows.
CAT001-S01 contains one seed composition and four engineered variations, with a consistent fullmix and 3-stem architecture across each variation. This provides a… See the full description on the dataset page: https://huggingface.co/datasets/ToneCubeMedia/Pop-Rock-Hybrid-Mini-Dataset-Indie-Pop-Uplifting-CAT001-S01.Pop-Rock-Hybrid-Mini-Dataset-Indie-Pop-Playful-CAT001-S06
Dataset Overview: Pop Rock Hybrid Mini Dataset — Indie Pop: Playful (CAT001-S06)
This dataset is a compact evaluation and production subset of the Pop Rock Hybrid Stem Dataset (cat001), designed for commercial AI, machine learning, audio analysis, music information retrieval (MIR), and related technical workflows.
CAT001-S06 contains one seed composition and four engineered variations, with a consistent fullmix and 3-stem architecture across each variation. This provides a… See the full description on the dataset page: https://huggingface.co/datasets/ToneCubeMedia/Pop-Rock-Hybrid-Mini-Dataset-Indie-Pop-Playful-CAT001-S06.rockgeriorockrockbravorockbravo2rock