| { |
| "name": "MOZAIC-Small", |
| "version": "1.0", |
| "schema_version": "1.0", |
| "subset": { |
| "name": "small", |
| "of": { |
| "name": "MOZAIC", |
| "version": "1.0" |
| }, |
| "seed": 7, |
| "drawn_on": "2026-10-15", |
| "method": "whole pairs; each Small split drawn from the same full split; pairs in proportion to the full split per (length, generators that kept the pair, gender); every person the source (A) of at least one pair and of at most ceil(pairs / people); about this many clips per split: {'train': 10000, 'val': 2000, 'test': 5000}", |
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| "counts": { |
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| "people_as_source": 700, |
| "people_any_role": 700, |
| "max_pairs_per_source": 2, |
| "by_label": { |
| "FVFA": 2245, |
| "FVRA": 4490, |
| "RVFA": 1087, |
| "RVRA": 2174 |
| }, |
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| "FVRA s2v none 153f main": 459, |
| "FVRA s2v none 77f main": 461, |
| "RVFA real seed_vc 153f main": 539, |
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| "RVRA real bigvgan 153f vocoded": 539, |
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| "RVRA real none 153f main": 539, |
| "RVRA real none 77f main": 548 |
| }, |
| "by_gender": { |
| "f": 536, |
| "m": 551 |
| }, |
| "by_length_generators": { |
| "153f facefusion": 80, |
| "153f facefusion+s2v": 417, |
| "153f s2v": 42, |
| "77f animate": 2, |
| "77f animate+facefusion": 26, |
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| "77f animate+s2v": 18, |
| "77f facefusion": 59, |
| "77f facefusion+s2v": 151, |
| "77f s2v": 19 |
| } |
| }, |
| "full_counts": { |
| "pairs": 10541, |
| "clips": 96957, |
| "people_as_source": 700, |
| "people_any_role": 700, |
| "max_pairs_per_source": 16, |
| "by_label": { |
| "FVFA": 21778, |
| "FVRA": 43556, |
| "RVFA": 10541, |
| "RVRA": 21082 |
| }, |
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| "FVRA animate none 77f main": 3090, |
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| "FVRA facefusion none 153f main": 4823, |
| "FVRA facefusion none 77f main": 4935, |
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| "RVRA real bigvgan 77f vocoded": 5315, |
| "RVRA real none 153f main": 5226, |
| "RVRA real none 77f main": 5315 |
| }, |
| "by_gender": { |
| "f": 5186, |
| "m": 5355 |
| }, |
| "by_length_generators": { |
| "153f facefusion": 775, |
| "153f facefusion+s2v": 4048, |
| "153f s2v": 403, |
| "77f animate": 17, |
| "77f animate+facefusion": 251, |
| "77f animate+facefusion+s2v": 2649, |
| "77f animate+s2v": 173, |
| "77f facefusion": 568, |
| "77f facefusion+s2v": 1467, |
| "77f s2v": 190 |
| } |
| } |
| }, |
| "val": { |
| "counts": { |
| "pairs": 217, |
| "clips": 1998, |
| "people_as_source": 150, |
| "people_any_role": 150, |
| "max_pairs_per_source": 2, |
| "by_label": { |
| "FVFA": 449, |
| "FVRA": 898, |
| "RVFA": 217, |
| "RVRA": 434 |
| }, |
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| "FVFA facefusion seed_vc 77f main": 103, |
| "FVFA s2v seed_vc 153f main": 90, |
| "FVFA s2v seed_vc 77f main": 92, |
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| "FVRA animate none 77f main": 66, |
| "FVRA facefusion bigvgan 153f vocoded": 98, |
| "FVRA facefusion bigvgan 77f vocoded": 103, |
| "FVRA facefusion none 153f main": 98, |
| "FVRA facefusion none 77f main": 103, |
| "FVRA s2v bigvgan 153f vocoded": 90, |
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| "FVRA s2v none 153f main": 90, |
| "FVRA s2v none 77f main": 92, |
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| "RVRA real none 77f main": 111 |
| }, |
| "by_gender": { |
| "f": 106, |
| "m": 111 |
| }, |
| "by_length_generators": { |
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| "153f facefusion+s2v": 82, |
| "153f s2v": 8, |
| "77f animate": 1, |
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| "77f facefusion+s2v": 30, |
| "77f s2v": 3 |
| } |
| }, |
| "full_counts": { |
| "pairs": 2232, |
| "clips": 20553, |
| "people_as_source": 150, |
| "people_any_role": 150, |
| "max_pairs_per_source": 16, |
| "by_label": { |
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| "FVRA": 9238, |
| "RVFA": 2232, |
| "RVRA": 4464 |
| }, |
| "by_kind": { |
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| "FVRA animate bigvgan 77f vocoded": 678, |
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| "FVRA facefusion bigvgan 77f vocoded": 1057, |
| "FVRA facefusion none 153f main": 1017, |
| "FVRA facefusion none 77f main": 1057, |
| "FVRA s2v bigvgan 153f vocoded": 925, |
| "FVRA s2v bigvgan 77f vocoded": 942, |
| "FVRA s2v none 153f main": 925, |
| "FVRA s2v none 77f main": 942, |
| "RVFA real seed_vc 153f main": 1099, |
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| "RVRA real bigvgan 153f vocoded": 1099, |
| "RVRA real bigvgan 77f vocoded": 1133, |
| "RVRA real none 153f main": 1099, |
| "RVRA real none 77f main": 1133 |
| }, |
| "by_gender": { |
| "f": 1096, |
| "m": 1136 |
| }, |
| "by_length_generators": { |
| "153f facefusion": 174, |
| "153f facefusion+s2v": 843, |
| "153f s2v": 82, |
| "77f animate": 8, |
| "77f animate+facefusion": 59, |
| "77f animate+facefusion+s2v": 568, |
| "77f animate+s2v": 43, |
| "77f facefusion": 124, |
| "77f facefusion+s2v": 306, |
| "77f s2v": 25 |
| } |
| } |
| }, |
| "test": { |
| "counts": { |
| "pairs": 554, |
| "clips": 5001, |
| "people_as_source": 150, |
| "people_any_role": 150, |
| "max_pairs_per_source": 4, |
| "by_label": { |
| "FVFA": 1113, |
| "FVRA": 2226, |
| "RVFA": 554, |
| "RVRA": 1108 |
| }, |
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| "FVRA facefusion none 153f main": 247, |
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| "RVRA real none 153f main": 273, |
| "RVRA real none 77f main": 281 |
| }, |
| "by_gender": { |
| "f": 270, |
| "m": 284 |
| }, |
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| "77f facefusion": 32, |
| "77f facefusion+s2v": 79, |
| "77f s2v": 12 |
| } |
| }, |
| "full_counts": { |
| "pairs": 2241, |
| "clips": 20235, |
| "people_as_source": 150, |
| "people_any_role": 150, |
| "max_pairs_per_source": 16, |
| "by_label": { |
| "FVFA": 4504, |
| "FVRA": 9008, |
| "RVFA": 2241, |
| "RVRA": 4482 |
| }, |
| "by_kind": { |
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| "FVFA facefusion seed_vc 153f main": 995, |
| "FVFA facefusion seed_vc 77f main": 1028, |
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| "RVRA real bigvgan 77f vocoded": 1142, |
| "RVRA real none 153f main": 1099, |
| "RVRA real none 77f main": 1142 |
| }, |
| "by_gender": { |
| "f": 1093, |
| "m": 1148 |
| }, |
| "by_length_generators": { |
| "153f facefusion": 196, |
| "153f facefusion+s2v": 799, |
| "153f s2v": 104, |
| "77f animate": 9, |
| "77f animate+facefusion": 63, |
| "77f animate+facefusion+s2v": 512, |
| "77f animate+s2v": 55, |
| "77f facefusion": 131, |
| "77f facefusion+s2v": 322, |
| "77f s2v": 50 |
| } |
| } |
| } |
| } |
| }, |
| "release_date": "TO FILL", |
| "cite": "TO FILL", |
| "licence": "TO FILL", |
| "access": "Private now; gated with manual approval when public.", |
| "removal_requests": "TO FILL", |
| "labels": { |
| "RVRA": "real face, real voice", |
| "RVFA": "real face, fake voice", |
| "FVRA": "fake face, real voice", |
| "FVFA": "fake face, fake voice" |
| }, |
| "arms": { |
| "main": "the clip as made", |
| "vocoded": "the same clip with its voice passed through BigVGAN; the label does not change" |
| }, |
| "source": { |
| "dataset": "VoxCeleb2 (dev set)", |
| "people": 1000, |
| "cite": "Chung, Nagrani, Zisserman. VoxCeleb2: Deep Speaker Recognition. Interspeech 2018" |
| }, |
| "video": { |
| "container": "mov", |
| "codec": "h264 (libx264), crf 18, preset medium, yuv420p", |
| "size": "224x224", |
| "fps": 25, |
| "lengths": { |
| "77f": "77 frames (3.08 s)", |
| "153f": "153 frames (6.12 s)" |
| } |
| }, |
| "audio": { |
| "codec": "pcm_s16le", |
| "sample_rate": 16000, |
| "channels": 1 |
| }, |
| "applied_to_every_clip": { |
| "brightness": { |
| "mode": "per-clip gamma on Y, solved from the clip's own histogram", |
| "target": 72.0, |
| "tolerance": 2.0 |
| }, |
| "colour": { |
| "mode": "per-clip gain on U/V, solved from the clip's own saturation", |
| "target": 17.0, |
| "tolerance": 0.75 |
| }, |
| "loudness": { |
| "mode": "peak-capped constant gain", |
| "target_i": -23.0, |
| "true_peak_ceiling": -2.0 |
| }, |
| "silence_trimmed": false, |
| "sound_start": "first 50 ms silent, then a 10 ms fade-in", |
| "pixel_aspect_ratio": "1:1" |
| }, |
| "generators": { |
| "animate": [ |
| "animate14b-replace-480p" |
| ], |
| "facefusion": [ |
| "facefusion-inswapper128fp16" |
| ], |
| "s2v": [ |
| "s2v14b-480p-s40-cfg4.5-retime16to25" |
| ], |
| "seed_vc": [ |
| "seedvc-s5-cfg0.3" |
| ], |
| "bigvgan": "nvidia/bigvgan_v2_22khz_80band_256x", |
| "draw_seed": 42 |
| }, |
| "counts": { |
| "clips": 16995, |
| "pairs": { |
| "77f": 940, |
| "153f": 918 |
| }, |
| "by_label": { |
| "RVRA": 3716, |
| "RVFA": 1858, |
| "FVRA": 7614, |
| "FVFA": 3807 |
| }, |
| "by_split": { |
| "train": 9996, |
| "test": 5001, |
| "val": 1998 |
| }, |
| "by_folder": { |
| "videos/FVFA/animate/77f/main": { |
| "train": 319, |
| "test": 158, |
| "val": 66 |
| }, |
| "videos/FVFA/facefusion/153f/main": { |
| "train": 497, |
| "test": 247, |
| "val": 98 |
| }, |
| "videos/FVFA/facefusion/77f/main": { |
| "train": 509, |
| "test": 253, |
| "val": 103 |
| }, |
| "videos/FVFA/s2v/153f/main": { |
| "train": 459, |
| "test": 224, |
| "val": 90 |
| }, |
| "videos/FVFA/s2v/77f/main": { |
| "train": 461, |
| "test": 231, |
| "val": 92 |
| }, |
| "videos/FVRA/animate/77f/main": { |
| "train": 319, |
| "test": 158, |
| "val": 66 |
| }, |
| "videos/FVRA/animate/77f/vocoded": { |
| "train": 319, |
| "test": 158, |
| "val": 66 |
| }, |
| "videos/FVRA/facefusion/153f/main": { |
| "train": 497, |
| "test": 247, |
| "val": 98 |
| }, |
| "videos/FVRA/facefusion/153f/vocoded": { |
| "train": 497, |
| "test": 247, |
| "val": 98 |
| }, |
| "videos/FVRA/facefusion/77f/main": { |
| "train": 509, |
| "test": 253, |
| "val": 103 |
| }, |
| "videos/FVRA/facefusion/77f/vocoded": { |
| "train": 509, |
| "test": 253, |
| "val": 103 |
| }, |
| "videos/FVRA/s2v/153f/main": { |
| "train": 459, |
| "test": 224, |
| "val": 90 |
| }, |
| "videos/FVRA/s2v/153f/vocoded": { |
| "train": 459, |
| "test": 224, |
| "val": 90 |
| }, |
| "videos/FVRA/s2v/77f/main": { |
| "train": 461, |
| "test": 231, |
| "val": 92 |
| }, |
| "videos/FVRA/s2v/77f/vocoded": { |
| "train": 461, |
| "test": 231, |
| "val": 92 |
| }, |
| "videos/RVFA/seed_vc/153f/main": { |
| "train": 539, |
| "test": 273, |
| "val": 106 |
| }, |
| "videos/RVFA/seed_vc/77f/main": { |
| "train": 548, |
| "test": 281, |
| "val": 111 |
| }, |
| "videos/RVRA/real/153f/main": { |
| "train": 539, |
| "test": 273, |
| "val": 106 |
| }, |
| "videos/RVRA/real/153f/vocoded": { |
| "train": 539, |
| "test": 273, |
| "val": 106 |
| }, |
| "videos/RVRA/real/77f/main": { |
| "train": 548, |
| "test": 281, |
| "val": 111 |
| }, |
| "videos/RVRA/real/77f/vocoded": { |
| "train": 548, |
| "test": 281, |
| "val": 111 |
| } |
| } |
| }, |
| "people_per_split": { |
| "train": 700, |
| "test": 150, |
| "val": 150 |
| } |
| } |
|
|
