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Datasets:
SpeechAntiSpoofingBenchmarks
/
ASVspoof5

Tasks:
Audio Classification
Modalities:
Audio
Text
Formats:
parquet
Languages:
English
Size:
100K - 1M
Tags:
anti-spoofing
audio-deepfake-detection
speech
benchmark
arena-ready
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
14
Dataset Viewer
Auto-converted to Parquet Duplicate
path
stringlengths
17
17
audio
audioduration (s)
2.1
18.6
label
class label
2 classes
notes
stringlengths
167
183
E_0000000024.flac
1spoof
{"utterance_id": "E_0000000024", "speaker_id": "E_4608", "gender": "M", "codec": "C11", "codec_id": "4", "source_id": "E_0004890277", "attack_condition": "AC1", "attack_id": "A24"}
E_0000000034.flac
1spoof
{"utterance_id": "E_0000000034", "speaker_id": "E_2040", "gender": "M", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "AC1", "attack_id": "A31"}
E_0000000076.flac
1spoof
{"utterance_id": "E_0000000076", "speaker_id": "E_0017", "gender": "M", "codec": "C10", "codec_id": "1", "source_id": "E_0009426328", "attack_condition": "AC1", "attack_id": "A22"}
E_0000000111.flac
1spoof
{"utterance_id": "E_0000000111", "speaker_id": "E_2886", "gender": "F", "codec": "C09", "codec_id": "1", "source_id": "E_0005731332", "attack_condition": "AC3", "attack_id": "A20"}
E_0000000146.flac
1spoof
{"utterance_id": "E_0000000146", "speaker_id": "E_1742", "gender": "M", "codec": "C04", "codec_id": "4", "source_id": "E_0008573732", "attack_condition": "AC1", "attack_id": "A32"}
E_0000000150.flac
1spoof
{"utterance_id": "E_0000000150", "speaker_id": "E_5427", "gender": "F", "codec": "C10", "codec_id": "5", "source_id": "E_0008183006", "attack_condition": "AC1", "attack_id": "A24"}
E_0000000166.flac
1spoof
{"utterance_id": "E_0000000166", "speaker_id": "E_4942", "gender": "M", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "AC1", "attack_id": "A27"}
E_0000000167.flac
1spoof
{"utterance_id": "E_0000000167", "speaker_id": "E_4954", "gender": "F", "codec": "C05", "codec_id": "3", "source_id": "E_0005075869", "attack_condition": "AC1", "attack_id": "A29"}
E_0000000168.flac
1spoof
{"utterance_id": "E_0000000168", "speaker_id": "E_4041", "gender": "F", "codec": "C04", "codec_id": "1", "source_id": "E_0005419521", "attack_condition": "AC2", "attack_id": "A28"}
E_0000000191.flac
1spoof
{"utterance_id": "E_0000000191", "speaker_id": "E_0825", "gender": "M", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "AC2", "attack_id": "A21"}
E_0000000192.flac
0bonafide
{"utterance_id": "E_0000000192", "speaker_id": "E_2923", "gender": "M", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000214.flac
0bonafide
{"utterance_id": "E_0000000214", "speaker_id": "E_1934", "gender": "F", "codec": "C06", "codec_id": "5", "source_id": "E_0009123396", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000246.flac
1spoof
{"utterance_id": "E_0000000246", "speaker_id": "E_3860", "gender": "F", "codec": "C05", "codec_id": "3", "source_id": "E_0005892366", "attack_condition": "AC1", "attack_id": "A28"}
E_0000000287.flac
1spoof
{"utterance_id": "E_0000000287", "speaker_id": "E_0153", "gender": "F", "codec": "C01", "codec_id": "4", "source_id": "E_0005318334", "attack_condition": "AC2", "attack_id": "A22"}
E_0000000306.flac
1spoof
{"utterance_id": "E_0000000306", "speaker_id": "E_3699", "gender": "M", "codec": "C05", "codec_id": "4", "source_id": "E_0008142144", "attack_condition": "AC3", "attack_id": "A19"}
E_0000000325.flac
0bonafide
{"utterance_id": "E_0000000325", "speaker_id": "E_2430", "gender": "F", "codec": "C09", "codec_id": "1", "source_id": "E_0009726974", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000355.flac
1spoof
{"utterance_id": "E_0000000355", "speaker_id": "E_3806", "gender": "F", "codec": "C06", "codec_id": "1", "source_id": "E_0009211672", "attack_condition": "AC3", "attack_id": "A21"}
E_0000000376.flac
1spoof
{"utterance_id": "E_0000000376", "speaker_id": "E_4238", "gender": "F", "codec": "C02", "codec_id": "3", "source_id": "E_0007818344", "attack_condition": "AC3", "attack_id": "A27"}
E_0000000395.flac
1spoof
{"utterance_id": "E_0000000395", "speaker_id": "E_4922", "gender": "F", "codec": "C04", "codec_id": "1", "source_id": "E_0005667100", "attack_condition": "AC1", "attack_id": "A31"}
E_0000000432.flac
1spoof
{"utterance_id": "E_0000000432", "speaker_id": "E_1571", "gender": "M", "codec": "C09", "codec_id": "5", "source_id": "E_0006757380", "attack_condition": "AC1", "attack_id": "A25"}
E_0000000436.flac
1spoof
{"utterance_id": "E_0000000436", "speaker_id": "E_3331", "gender": "F", "codec": "C11", "codec_id": "6", "source_id": "E_0009088114", "attack_condition": "AC3", "attack_id": "A20"}
E_0000000465.flac
1spoof
{"utterance_id": "E_0000000465", "speaker_id": "E_2335", "gender": "M", "codec": "C06", "codec_id": "2", "source_id": "E_0008076312", "attack_condition": "AC1", "attack_id": "A17"}
E_0000000469.flac
1spoof
{"utterance_id": "E_0000000469", "speaker_id": "E_3575", "gender": "F", "codec": "C08", "codec_id": "4", "source_id": "E_0000990398", "attack_condition": "AC1", "attack_id": "A23"}
E_0000000477.flac
1spoof
{"utterance_id": "E_0000000477", "speaker_id": "E_3374", "gender": "F", "codec": "C03", "codec_id": "4", "source_id": "E_0008053722", "attack_condition": "AC3", "attack_id": "A27"}
E_0000000501.flac
1spoof
{"utterance_id": "E_0000000501", "speaker_id": "E_5344", "gender": "F", "codec": "C08", "codec_id": "2", "source_id": "E_0007520356", "attack_condition": "AC2", "attack_id": "A17"}
E_0000000531.flac
0bonafide
{"utterance_id": "E_0000000531", "speaker_id": "E_3000", "gender": "M", "codec": "C04", "codec_id": "2", "source_id": "E_0009493169", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000557.flac
1spoof
{"utterance_id": "E_0000000557", "speaker_id": "E_2244", "gender": "F", "codec": "C08", "codec_id": "5", "source_id": "E_0008131819", "attack_condition": "AC3", "attack_id": "A19"}
E_0000000587.flac
0bonafide
{"utterance_id": "E_0000000587", "speaker_id": "E_1193", "gender": "M", "codec": "C01", "codec_id": "4", "source_id": "E_0007495119", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000595.flac
0bonafide
{"utterance_id": "E_0000000595", "speaker_id": "E_0626", "gender": "F", "codec": "C03", "codec_id": "1", "source_id": "E_0000830499", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000597.flac
1spoof
{"utterance_id": "E_0000000597", "speaker_id": "E_0135", "gender": "M", "codec": "C02", "codec_id": "2", "source_id": "E_0002694755", "attack_condition": "AC2", "attack_id": "A24"}
E_0000000619.flac
1spoof
{"utterance_id": "E_0000000619", "speaker_id": "E_4562", "gender": "M", "codec": "C06", "codec_id": "2", "source_id": "E_0005242912", "attack_condition": "AC1", "attack_id": "A31"}
E_0000000638.flac
1spoof
{"utterance_id": "E_0000000638", "speaker_id": "E_4094", "gender": "F", "codec": "C03", "codec_id": "1", "source_id": "E_0000964670", "attack_condition": "AC3", "attack_id": "A19"}
E_0000000643.flac
1spoof
{"utterance_id": "E_0000000643", "speaker_id": "E_2997", "gender": "M", "codec": "C04", "codec_id": "2", "source_id": "E_0004246263", "attack_condition": "AC2", "attack_id": "A20"}
E_0000000672.flac
1spoof
{"utterance_id": "E_0000000672", "speaker_id": "E_4855", "gender": "M", "codec": "C07", "codec_id": "2", "source_id": "E_0009272991", "attack_condition": "AC1", "attack_id": "A28"}
E_0000000699.flac
1spoof
{"utterance_id": "E_0000000699", "speaker_id": "E_0371", "gender": "F", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "AC2", "attack_id": "A17"}
E_0000000717.flac
1spoof
{"utterance_id": "E_0000000717", "speaker_id": "E_5258", "gender": "M", "codec": "C04", "codec_id": "4", "source_id": "E_0005359583", "attack_condition": "AC1", "attack_id": "A32"}
E_0000000747.flac
1spoof
{"utterance_id": "E_0000000747", "speaker_id": "E_0611", "gender": "M", "codec": "C05", "codec_id": "4", "source_id": "E_0004093195", "attack_condition": "AC1", "attack_id": "A18"}
E_0000000755.flac
0bonafide
{"utterance_id": "E_0000000755", "speaker_id": "E_5097", "gender": "F", "codec": "C11", "codec_id": "4", "source_id": "E_0006749612", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000758.flac
1spoof
{"utterance_id": "E_0000000758", "speaker_id": "E_1491", "gender": "M", "codec": "C07", "codec_id": "1", "source_id": "E_0008363468", "attack_condition": "AC2", "attack_id": "A19"}
E_0000000768.flac
1spoof
{"utterance_id": "E_0000000768", "speaker_id": "E_2750", "gender": "M", "codec": "C07", "codec_id": "2", "source_id": "E_0008362987", "attack_condition": "AC2", "attack_id": "A30"}
E_0000000778.flac
1spoof
{"utterance_id": "E_0000000778", "speaker_id": "E_4881", "gender": "F", "codec": "C04", "codec_id": "1", "source_id": "E_0007535785", "attack_condition": "AC1", "attack_id": "A22"}
E_0000000786.flac
1spoof
{"utterance_id": "E_0000000786", "speaker_id": "E_5218", "gender": "M", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "AC1", "attack_id": "A22"}
E_0000000793.flac
0bonafide
{"utterance_id": "E_0000000793", "speaker_id": "E_4492", "gender": "M", "codec": "C09", "codec_id": "3", "source_id": "E_0003434816", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000819.flac
1spoof
{"utterance_id": "E_0000000819", "speaker_id": "E_0403", "gender": "M", "codec": "C08", "codec_id": "4", "source_id": "E_0002566462", "attack_condition": "AC1", "attack_id": "A17"}
E_0000000827.flac
1spoof
{"utterance_id": "E_0000000827", "speaker_id": "E_4471", "gender": "F", "codec": "C05", "codec_id": "4", "source_id": "E_0007364910", "attack_condition": "AC1", "attack_id": "A27"}
E_0000000844.flac
1spoof
{"utterance_id": "E_0000000844", "speaker_id": "E_1387", "gender": "F", "codec": "C08", "codec_id": "4", "source_id": "E_0006812559", "attack_condition": "AC2", "attack_id": "A18"}
E_0000000863.flac
0bonafide
{"utterance_id": "E_0000000863", "speaker_id": "E_4779", "gender": "F", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000866.flac
1spoof
{"utterance_id": "E_0000000866", "speaker_id": "E_0723", "gender": "M", "codec": "C01", "codec_id": "1", "source_id": "E_0000610214", "attack_condition": "AC1", "attack_id": "A21"}
E_0000000870.flac
1spoof
{"utterance_id": "E_0000000870", "speaker_id": "E_2018", "gender": "F", "codec": "C02", "codec_id": "1", "source_id": "E_0001572324", "attack_condition": "AC1", "attack_id": "A26"}
E_0000000888.flac
1spoof
{"utterance_id": "E_0000000888", "speaker_id": "E_4765", "gender": "F", "codec": "C04", "codec_id": "2", "source_id": "E_0001460599", "attack_condition": "AC2", "attack_id": "A17"}
E_0000000889.flac
0bonafide
{"utterance_id": "E_0000000889", "speaker_id": "E_1452", "gender": "F", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000906.flac
1spoof
{"utterance_id": "E_0000000906", "speaker_id": "E_1162", "gender": "F", "codec": "C09", "codec_id": "5", "source_id": "E_0008231357", "attack_condition": "AC1", "attack_id": "A24"}
E_0000000926.flac
1spoof
{"utterance_id": "E_0000000926", "speaker_id": "E_1744", "gender": "M", "codec": "C05", "codec_id": "1", "source_id": "E_0000614678", "attack_condition": "AC3", "attack_id": "A29"}
E_0000000938.flac
1spoof
{"utterance_id": "E_0000000938", "speaker_id": "E_2290", "gender": "M", "codec": "C03", "codec_id": "4", "source_id": "E_0005208743", "attack_condition": "AC3", "attack_id": "A18"}
E_0000000942.flac
1spoof
{"utterance_id": "E_0000000942", "speaker_id": "E_0378", "gender": "F", "codec": "C08", "codec_id": "1", "source_id": "E_0002258079", "attack_condition": "AC2", "attack_id": "A25"}
E_0000000964.flac
1spoof
{"utterance_id": "E_0000000964", "speaker_id": "E_2281", "gender": "F", "codec": "C03", "codec_id": "3", "source_id": "E_0002190509", "attack_condition": "AC1", "attack_id": "A18"}
E_0000000971.flac
1spoof
{"utterance_id": "E_0000000971", "speaker_id": "E_3262", "gender": "F", "codec": "C11", "codec_id": "5", "source_id": "E_0003785832", "attack_condition": "AC2", "attack_id": "A20"}
E_0000000973.flac
1spoof
{"utterance_id": "E_0000000973", "speaker_id": "E_0784", "gender": "F", "codec": "C09", "codec_id": "2", "source_id": "E_0001891859", "attack_condition": "AC3", "attack_id": "A22"}
E_0000000990.flac
1spoof
{"utterance_id": "E_0000000990", "speaker_id": "E_2813", "gender": "M", "codec": "C01", "codec_id": "5", "source_id": "E_0005714750", "attack_condition": "AC3", "attack_id": "A32"}
E_0000000991.flac
0bonafide
{"utterance_id": "E_0000000991", "speaker_id": "E_2769", "gender": "F", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "-", "attack_id": "bonafide"}
E_0000000995.flac
0bonafide
{"utterance_id": "E_0000000995", "speaker_id": "E_0067", "gender": "F", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001020.flac
1spoof
{"utterance_id": "E_0000001020", "speaker_id": "E_3601", "gender": "F", "codec": "C07", "codec_id": "4", "source_id": "E_0008475708", "attack_condition": "AC2", "attack_id": "A20"}
E_0000001033.flac
1spoof
{"utterance_id": "E_0000001033", "speaker_id": "E_3575", "gender": "F", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "AC1", "attack_id": "A24"}
E_0000001071.flac
1spoof
{"utterance_id": "E_0000001071", "speaker_id": "E_3909", "gender": "F", "codec": "C09", "codec_id": "3", "source_id": "E_0002213895", "attack_condition": "AC1", "attack_id": "A27"}
E_0000001081.flac
1spoof
{"utterance_id": "E_0000001081", "speaker_id": "E_5298", "gender": "F", "codec": "C04", "codec_id": "1", "source_id": "E_0004912497", "attack_condition": "AC3", "attack_id": "A17"}
E_0000001092.flac
1spoof
{"utterance_id": "E_0000001092", "speaker_id": "E_0191", "gender": "M", "codec": "C02", "codec_id": "4", "source_id": "E_0002951697", "attack_condition": "AC1", "attack_id": "A28"}
E_0000001095.flac
1spoof
{"utterance_id": "E_0000001095", "speaker_id": "E_0698", "gender": "F", "codec": "C09", "codec_id": "1", "source_id": "E_0006462079", "attack_condition": "AC3", "attack_id": "A32"}
E_0000001100.flac
1spoof
{"utterance_id": "E_0000001100", "speaker_id": "E_1477", "gender": "F", "codec": "C02", "codec_id": "4", "source_id": "E_0003588015", "attack_condition": "AC2", "attack_id": "A22"}
E_0000001147.flac
1spoof
{"utterance_id": "E_0000001147", "speaker_id": "E_4818", "gender": "M", "codec": "C07", "codec_id": "5", "source_id": "E_0008534370", "attack_condition": "AC2", "attack_id": "A18"}
E_0000001155.flac
1spoof
{"utterance_id": "E_0000001155", "speaker_id": "E_5342", "gender": "M", "codec": "C10", "codec_id": "5", "source_id": "E_0002075959", "attack_condition": "AC1", "attack_id": "A20"}
E_0000001177.flac
1spoof
{"utterance_id": "E_0000001177", "speaker_id": "E_3548", "gender": "M", "codec": "C08", "codec_id": "5", "source_id": "E_0005869136", "attack_condition": "AC2", "attack_id": "A32"}
E_0000001179.flac
1spoof
{"utterance_id": "E_0000001179", "speaker_id": "E_4094", "gender": "F", "codec": "C05", "codec_id": "2", "source_id": "E_0008849560", "attack_condition": "AC2", "attack_id": "A21"}
E_0000001199.flac
1spoof
{"utterance_id": "E_0000001199", "speaker_id": "E_0002", "gender": "M", "codec": "C09", "codec_id": "4", "source_id": "E_0007381124", "attack_condition": "AC1", "attack_id": "A21"}
E_0000001200.flac
1spoof
{"utterance_id": "E_0000001200", "speaker_id": "E_0532", "gender": "F", "codec": "C08", "codec_id": "4", "source_id": "E_0004981894", "attack_condition": "AC1", "attack_id": "A30"}
E_0000001202.flac
1spoof
{"utterance_id": "E_0000001202", "speaker_id": "E_2813", "gender": "M", "codec": "C01", "codec_id": "4", "source_id": "E_0007074812", "attack_condition": "AC1", "attack_id": "A27"}
E_0000001209.flac
1spoof
{"utterance_id": "E_0000001209", "speaker_id": "E_0261", "gender": "F", "codec": "C11", "codec_id": "4", "source_id": "E_0008724516", "attack_condition": "AC2", "attack_id": "A28"}
E_0000001244.flac
1spoof
{"utterance_id": "E_0000001244", "speaker_id": "E_2986", "gender": "F", "codec": "C05", "codec_id": "1", "source_id": "E_0007428959", "attack_condition": "AC3", "attack_id": "A17"}
E_0000001297.flac
1spoof
{"utterance_id": "E_0000001297", "speaker_id": "E_0422", "gender": "M", "codec": "C04", "codec_id": "3", "source_id": "E_0005333520", "attack_condition": "AC2", "attack_id": "A23"}
E_0000001317.flac
0bonafide
{"utterance_id": "E_0000001317", "speaker_id": "E_4084", "gender": "M", "codec": "C08", "codec_id": "2", "source_id": "E_0000622014", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001334.flac
1spoof
{"utterance_id": "E_0000001334", "speaker_id": "E_0033", "gender": "F", "codec": "C01", "codec_id": "4", "source_id": "E_0001141337", "attack_condition": "AC1", "attack_id": "A29"}
E_0000001337.flac
0bonafide
{"utterance_id": "E_0000001337", "speaker_id": "E_4343", "gender": "M", "codec": "C01", "codec_id": "3", "source_id": "E_0007060956", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001350.flac
0bonafide
{"utterance_id": "E_0000001350", "speaker_id": "E_1021", "gender": "M", "codec": "C11", "codec_id": "3", "source_id": "E_0000377641", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001362.flac
0bonafide
{"utterance_id": "E_0000001362", "speaker_id": "E_1383", "gender": "F", "codec": "C11", "codec_id": "6", "source_id": "E_0005785666", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001365.flac
1spoof
{"utterance_id": "E_0000001365", "speaker_id": "E_3291", "gender": "M", "codec": "C03", "codec_id": "3", "source_id": "E_0004996183", "attack_condition": "AC3", "attack_id": "A23"}
E_0000001404.flac
0bonafide
{"utterance_id": "E_0000001404", "speaker_id": "E_4084", "gender": "M", "codec": "-", "codec_id": "0", "source_id": "-", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001405.flac
1spoof
{"utterance_id": "E_0000001405", "speaker_id": "E_1439", "gender": "M", "codec": "C01", "codec_id": "3", "source_id": "E_0007481807", "attack_condition": "AC1", "attack_id": "A30"}
E_0000001420.flac
1spoof
{"utterance_id": "E_0000001420", "speaker_id": "E_4094", "gender": "F", "codec": "C06", "codec_id": "3", "source_id": "E_0005674863", "attack_condition": "AC3", "attack_id": "A19"}
E_0000001435.flac
1spoof
{"utterance_id": "E_0000001435", "speaker_id": "E_4315", "gender": "M", "codec": "C10", "codec_id": "4", "source_id": "E_0003279051", "attack_condition": "AC2", "attack_id": "A21"}
E_0000001453.flac
1spoof
{"utterance_id": "E_0000001453", "speaker_id": "E_1269", "gender": "F", "codec": "C07", "codec_id": "3", "source_id": "E_0003686237", "attack_condition": "AC1", "attack_id": "A23"}
E_0000001475.flac
1spoof
{"utterance_id": "E_0000001475", "speaker_id": "E_1934", "gender": "F", "codec": "C02", "codec_id": "4", "source_id": "E_0005188775", "attack_condition": "AC1", "attack_id": "A23"}
E_0000001491.flac
1spoof
{"utterance_id": "E_0000001491", "speaker_id": "E_1464", "gender": "F", "codec": "C07", "codec_id": "2", "source_id": "E_0006829515", "attack_condition": "AC1", "attack_id": "A29"}
E_0000001499.flac
1spoof
{"utterance_id": "E_0000001499", "speaker_id": "E_4413", "gender": "F", "codec": "C07", "codec_id": "4", "source_id": "E_0008836331", "attack_condition": "AC3", "attack_id": "A19"}
E_0000001530.flac
1spoof
{"utterance_id": "E_0000001530", "speaker_id": "E_1845", "gender": "M", "codec": "C05", "codec_id": "2", "source_id": "E_0004785750", "attack_condition": "AC1", "attack_id": "A25"}
E_0000001531.flac
0bonafide
{"utterance_id": "E_0000001531", "speaker_id": "E_5108", "gender": "F", "codec": "C11", "codec_id": "4", "source_id": "E_0001204959", "attack_condition": "-", "attack_id": "bonafide"}
E_0000001537.flac
1spoof
{"utterance_id": "E_0000001537", "speaker_id": "E_2606", "gender": "M", "codec": "C08", "codec_id": "1", "source_id": "E_0004282691", "attack_condition": "AC2", "attack_id": "A27"}
E_0000001540.flac
1spoof
{"utterance_id": "E_0000001540", "speaker_id": "E_3699", "gender": "M", "codec": "C06", "codec_id": "4", "source_id": "E_0006251251", "attack_condition": "AC3", "attack_id": "A27"}
E_0000001556.flac
1spoof
{"utterance_id": "E_0000001556", "speaker_id": "E_5427", "gender": "F", "codec": "C02", "codec_id": "2", "source_id": "E_0009130739", "attack_condition": "AC2", "attack_id": "A25"}
E_0000001578.flac
1spoof
{"utterance_id": "E_0000001578", "speaker_id": "E_0042", "gender": "M", "codec": "C11", "codec_id": "5", "source_id": "E_0006541780", "attack_condition": "AC2", "attack_id": "A29"}
E_0000001622.flac
1spoof
{"utterance_id": "E_0000001622", "speaker_id": "E_4580", "gender": "M", "codec": "C07", "codec_id": "2", "source_id": "E_0007632210", "attack_condition": "AC2", "attack_id": "A21"}
E_0000001627.flac
1spoof
{"utterance_id": "E_0000001627", "speaker_id": "E_4119", "gender": "M", "codec": "C09", "codec_id": "5", "source_id": "E_0002510047", "attack_condition": "AC2", "attack_id": "A19"}
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ASVspoof 5 (track 1, eval)

Benchmark-ready packaging of the Track 1 (spoofing / deepfake detection) evaluation partition of the ASVspoof 5 challenge, for speech anti-spoofing and synthetic / deepfake voice detection.

Overview

Track 1 is binary classification: bonafide (genuine human speech) vs. spoof (synthetic / converted speech). This packaging contains the full track_1 evaluation set. The original challenge is at https://www.asvspoof.org/.

License & redistribution

Redistributed under the Open Data Commons Attribution License (ODC-By) v1.0. See LICENSE.txt. Labels and the evaluation protocol are unmodified; audio is the original 16 kHz mono FLAC, embedded bit-exactly (no re-encode — a full decode probe of all 680,774 clips passed cleanly).

Schema

Column Type Description
path string <utterance_id>.flac, unique
audio Audio(16000) 16 kHz mono FLAC
label ClassLabel "bonafide" (0) / "spoof" (1)
notes string JSON: utterance_id, speaker_id, gender, codec, codec_id, source_id, attack_condition, attack_id

notes example:

{"utterance_id": "E_0009538969", "speaker_id": "E_1607", "gender": "M", "codec": "C05", "codec_id": "2", "source_id": "E_0009486171", "attack_condition": "AC1", "attack_id": "A26"}

Quick Start 

from datasets import load_dataset

ds = load_dataset("SpeechAntiSpoofingBenchmarks/ASVspoof5", split="test")
print(ds[0])

Stats

Stat Value
Total trials 680,774
Bonafide 138,688
Spoof 542,086

Source provenance

Evaluation

For evaluation instructions and submission format, see submissions/README.md.

Citation 

@inproceedings{wang2024asvspoof5,
  title     = {{ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale}},
  author    = {Wang, Xin and Delgado, H{\'e}ctor and Tak, Hemlata and others},
  year      = {2024},
  booktitle = {ASVspoof Workshop 2024},
}

Maintainer

Contact: k.n.borodin@mtuci.ru
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Total file size:
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