Datasets:
Add README and manifest
Browse files- README.md +107 -0
- manifest.json +63 -0
README.md
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| 1 |
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---
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| 2 |
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license: mit
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| 3 |
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task_categories:
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- feature-extraction
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language:
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- en
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- zh
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tags:
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- mer2026
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- emotion-recognition
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- multimodal
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---
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# MER_feat
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Extracted MER2026 features and local experiment results for Track 1 / Track 2.
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## Layout
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- `features/`: precomputed UTT-level features used by official MER2026 Track1 baselines
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- `results/track1/`: saved CV runs and checkpoints summaries
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- `results/track2/`: Track2 P0 outputs (eval, normalizer, bias diagnosis, text-clue baseline)
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- `manifest.json`: file inventory and sizes
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## Feature sets
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- `chinese-hubert-large-UTT`
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- `chinese-roberta-wwm-ext-large-UTT`
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- `clip-vit-large-patch14-UTT`
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- `emotion2vec-UTT`
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- `whisper-large-v3-UTT`
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- `EVA-ViT-G`
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- `eva_vit_g-UTT`
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## Notes
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- Raw audio/video are **not** included.
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- Feature files are typically `.npy` per utterance.
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- For local usage, point `PATH_TO_FEATURES['MER2026']` to the downloaded `features/` folder.
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## Manifest
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```json
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{
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"repo": "NZC415/MER_feat",
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"generated_at": "2026-05-29T15:45:41.177685+00:00",
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"features": {
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"chinese-hubert-large-UTT": {
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"path": "features/chinese-hubert-large-UTT",
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"bytes": 124164480,
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"files": 29395
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},
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"chinese-roberta-wwm-ext-large-UTT": {
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"path": "features/chinese-roberta-wwm-ext-large-UTT",
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"bytes": 125213056,
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"files": 29395
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},
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"clip-vit-large-patch14-UTT": {
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"path": "features/clip-vit-large-patch14-UTT",
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"bytes": 94064000,
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"files": 29395
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},
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"emotion2vec-UTT": {
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"path": "features/emotion2vec-UTT",
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"bytes": 124164480,
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"files": 29395
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},
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"whisper-large-v3-UTT": {
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"path": "features/whisper-large-v3-UTT",
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"bytes": 4819839360,
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"files": 29395
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},
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"EVA-ViT-G": {
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"path": "features/EVA-ViT-G",
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"bytes": 10599131520,
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"files": 29395
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},
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"eva_vit_g-UTT": {
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"path": "features/eva_vit_g-UTT",
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"bytes": 10599131520,
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"files": 29395
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}
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},
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"results": {
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"track1": [
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"saved_track1_baseline_extra",
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"saved_track1_baseline_extra-unimodal",
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"saved_track1_baseline_extra_emotion2vec_UTT",
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"saved_track1_baseline_extra_emotion2vec_UTT-unimodal",
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"saved_track1_baseline_extra_whisper_large_v3_UTT",
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"saved_track1_baseline_extra_whisper_large_v3_UTT-unimodal",
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"saved_track1_baseline_official",
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"saved_track1_baseline_official-unimodal",
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"saved_track1_next_tri_emotion2vec_roberta_clip-trimodal",
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"saved_track1_next_tri_hubert_roberta_eva-trimodal",
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"saved_track1_next_tri_official_hubert_roberta_clip-trimodal",
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"saved_track1_next_whisper_v3_more4-unimodal",
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"saved_track1_stage2_emotion2vec_roberta_eva-trimodal",
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"saved_track1_stage2_official_hubert_roberta_clip_more20-trimodal",
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"saved_track1_stage2_top1_available_avt-multitop-others",
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"saved_track1_stage2_whisper_roberta_clip-trimodal",
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"saved_track1_stage3_official_hubert_roberta_clip_more25-trimodal"
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],
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"track2": "code/official/MERTools/MER2026/MER2026_Track2/outputs_track2_p0"
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}
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}
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```
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manifest.json
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{
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"repo": "NZC415/MER_feat",
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| 3 |
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"generated_at": "2026-05-29T15:45:41.177685+00:00",
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| 4 |
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"features": {
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"chinese-hubert-large-UTT": {
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"path": "features/chinese-hubert-large-UTT",
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"bytes": 124164480,
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"files": 29395
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},
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"chinese-roberta-wwm-ext-large-UTT": {
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"path": "features/chinese-roberta-wwm-ext-large-UTT",
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"bytes": 125213056,
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"files": 29395
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},
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"clip-vit-large-patch14-UTT": {
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"path": "features/clip-vit-large-patch14-UTT",
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"bytes": 94064000,
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"files": 29395
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},
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"emotion2vec-UTT": {
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"path": "features/emotion2vec-UTT",
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"bytes": 124164480,
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"files": 29395
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},
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"whisper-large-v3-UTT": {
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"path": "features/whisper-large-v3-UTT",
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"bytes": 4819839360,
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"files": 29395
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},
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"EVA-ViT-G": {
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"path": "features/EVA-ViT-G",
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"bytes": 10599131520,
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"files": 29395
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},
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"eva_vit_g-UTT": {
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"path": "features/eva_vit_g-UTT",
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"bytes": 10599131520,
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"files": 29395
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}
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},
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"results": {
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"track1": [
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"saved_track1_baseline_extra",
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"saved_track1_baseline_extra-unimodal",
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"saved_track1_baseline_extra_emotion2vec_UTT",
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"saved_track1_baseline_extra_emotion2vec_UTT-unimodal",
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"saved_track1_baseline_extra_whisper_large_v3_UTT",
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"saved_track1_baseline_extra_whisper_large_v3_UTT-unimodal",
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"saved_track1_baseline_official",
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"saved_track1_baseline_official-unimodal",
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"saved_track1_next_tri_emotion2vec_roberta_clip-trimodal",
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"saved_track1_next_tri_hubert_roberta_eva-trimodal",
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"saved_track1_next_tri_official_hubert_roberta_clip-trimodal",
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"saved_track1_next_whisper_v3_more4-unimodal",
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"saved_track1_stage2_emotion2vec_roberta_eva-trimodal",
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"saved_track1_stage2_official_hubert_roberta_clip_more20-trimodal",
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"saved_track1_stage2_top1_available_avt-multitop-others",
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"saved_track1_stage2_whisper_roberta_clip-trimodal",
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"saved_track1_stage3_official_hubert_roberta_clip_more25-trimodal"
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],
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"track2": "code/official/MERTools/MER2026/MER2026_Track2/outputs_track2_p0"
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}
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}
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