VoxCeleb

7,000 +

speakers

VoxCeleb contains speech from speakers spanning a wide range of different ethnicities, accents, professions and ages.

Utterance Lengths

1 million +

utterances

All speaking face-tracks are captured "in the wild", with background chatter, laughter, overlapping speech, pose variation and different lighting conditions.

Gender Distribution

2,000 +

hours

VoxCeleb consists of both audio and video. Each segment is at least 3 seconds long.

Nationality Distribution

Downloads

If you would like to download the audio-visual dataset, please fill this form to request a password.

VoxCeleb1

URLs and timestamps

We provide URLs for each YouTube video and timestamps for utterances. The frame number provided assumes that the video is saved at 25fps.

File		`MD5 Checksum`
Dev	Download	`9c3b51e34038d1bdb2174dcc66543267`
Test	Download	`8e06592a5f604e23e8cd10f421b36cc3`

Audio files

File		`MD5 Checksum`
Dev A	Download	`e395d020928bc15670b570a21695ed96`
Dev B	Download	`bbfaaccefab65d82b21903e81a8a8020`
Dev C	Download	`017d579a2a96a077f40042ec33e51512`
Dev D	Download	`7bb1e9f70fddc7a678fa998ea8b3ba19`
Dev		`ae63e55b951748cc486645f532ba230b`
Test	Download	`185fdc63c3c739954633d50379a3d102`

Download all parts and concatenate the files using the command cat vox1_dev* > vox1_dev_wav.zip.

Metadata

Full names, nationality and gender labels for all the speakers in the dataset can be downloaded from here.

Identity metadata
Dataset split for identification

List of trial pairs - VoxCeleb1
List of trial pairs - VoxCeleb1 (cleaned)
List of trial pairs - VoxCeleb1-H
List of trial pairs - VoxCeleb1-H (cleaned)
List of trial pairs - VoxCeleb1-E
List of trial pairs - VoxCeleb1-E (cleaned)

VoxCeleb1-E and VoxCeleb1-H lists are drawn from the VoxCeleb1 training set. Therefore you cannot use any files in VoxCeleb1 for training if you are using these lists for testing.

VoxCeleb2

URLs and timestamps

File		`MD5 Checksum`
Dev	Download	`0e7a9f083c4efc27982f748f5f0b540a`
Test	Download	`f305b5347c9c45362b7c838b561cea7d`

Audio files

File		`MD5 Checksum`
Dev A	Download	`da070494c573e5c0564b1d11c3b20577`
Dev B	Download	`17fe6dab2b32b48abaf1676429cdd06f`
Dev C	Download	`1de58e086c5edf63625af1cb6d831528`
Dev D	Download	`5a043eb03e15c5a918ee6a52aad477f9`
Dev E	Download	`cea401b624983e2d0b2a87fb5d59aa60`
Dev F	Download	`fc886d9ba90ab88e7880ee98effd6ae9`
Dev G	Download	`d160ecc3f6ee3eed54d55349531cb42e`
Dev H	Download	`6b84a81b9af72a9d9eecbb3b1f602e65`
Dev		`bbc063c46078a602ca71605645c2a402`
Test	Download	`0d2b3ea430a821c33263b5ea37ede312`

Download all parts and concatenate the files using the command cat vox2_dev_aac* > vox2_aac.zip.

Video files

File		`MD5 Checksum`
Dev A	Download	`29f8121f15b716852a6f1b1508c6952a`
Dev B	Download	`a8e0b0b3392a542a1ae549f82db38096`
Dev C	Download	`684b280a0b48596741b0c94b9291ba61`
Dev D	Download	`4e901486c86b155c9c19c0c1a023a2a3`
Dev E	Download	`f74e9d95a062d69d0c954e6aa89c1868`
Dev F	Download	`d0806787088aeae093f6099d19e2d910`
Dev G	Download	`b804c96ae90b6b776307a25435d689af`
Dev H	Download	`a85abd0c92e575748fedf586bb2f3841`
Dev I	Download	`e8d60e38a25f61986c3fcfd3ef23918e`
Dev		`ee7e132c58ed112e2f4f83b4ac1e2aea`
Test	Download	`b3c555e7a67eb9032640b6209b5c053f`

Download all parts and concatenate the files using the command cat vox2_dev_mp4* > vox2_mp4.zip.

Metadata

Identity metadata

License

The VoxCeleb dataset is available to download for commercial/research purposes under a Creative Commons Attribution 4.0 International License. The copyright remains with the original owners of the video. A complete version of the license can be found here.

Caution: We note that the distribution of identities in the VoxCeleb datasets may not be representative of the global human population. Please be careful of unintended societal, gender, racial and other biases when training or deploying models trained on this data.

Please contact the authors below if you have any queries regarding the dataset.

Downloads

Publications