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Datasets:
suryatmodulus
/
yodas2_sidon

Tasks:
Text-to-Speech
Automatic Speech Recognition
Modalities:
Text
Languages:
Afar
Abkhaz
Afrikaans
Size:
100M<n<1B
ArXiv:
Tags:
speech
Synthetic
youtube
yodas
License:
Dataset card Data Studio Files
xet
Community
suryatmodulus Wataru commited on
Commit
c2357d5
·
verified ·
0 Parent(s):

Duplicate from sarulab-speech/yodas2_sidon

Browse files

Co-authored-by: Wataru-Nakata <[email protected]>

This view is limited to 50 files because it contains too many changes.   See raw diff
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419
+ path: en125/*.tar.gz
420
+ - config_name: en126
421
+ data_files:
422
+ - split: train
423
+ path: en126/*.tar.gz
424
+ - config_name: en127
425
+ data_files:
426
+ - split: train
427
+ path: en127/*.tar.gz
428
+ - config_name: eo000
429
+ data_files:
430
+ - split: train
431
+ path: eo000/*.tar.gz
432
+ - config_name: es000
433
+ data_files:
434
+ - split: train
435
+ path: es000/*.tar.gz
436
+ - config_name: es100
437
+ data_files:
438
+ - split: train
439
+ path: es100/*.tar.gz
440
+ - config_name: es101
441
+ data_files:
442
+ - split: train
443
+ path: es101/*.tar.gz
444
+ - config_name: es102
445
+ data_files:
446
+ - split: train
447
+ path: es102/*.tar.gz
448
+ - config_name: es103
449
+ data_files:
450
+ - split: train
451
+ path: es103/*.tar.gz
452
+ - config_name: es104
453
+ data_files:
454
+ - split: train
455
+ path: es104/*.tar.gz
456
+ - config_name: es105
457
+ data_files:
458
+ - split: train
459
+ path: es105/*.tar.gz
460
+ - config_name: es106
461
+ data_files:
462
+ - split: train
463
+ path: es106/*.tar.gz
464
+ - config_name: et000
465
+ data_files:
466
+ - split: train
467
+ path: et000/*.tar.gz
468
+ - config_name: eu000
469
+ data_files:
470
+ - split: train
471
+ path: eu000/*.tar.gz
472
+ - config_name: fa000
473
+ data_files:
474
+ - split: train
475
+ path: fa000/*.tar.gz
476
+ - config_name: ff000
477
+ data_files:
478
+ - split: train
479
+ path: ff000/*.tar.gz
480
+ - config_name: fi000
481
+ data_files:
482
+ - split: train
483
+ path: fi000/*.tar.gz
484
+ - config_name: fj000
485
+ data_files:
486
+ - split: train
487
+ path: fj000/*.tar.gz
488
+ - config_name: fo000
489
+ data_files:
490
+ - split: train
491
+ path: fo000/*.tar.gz
492
+ - config_name: fr000
493
+ data_files:
494
+ - split: train
495
+ path: fr000/*.tar.gz
496
+ - config_name: fr100
497
+ data_files:
498
+ - split: train
499
+ path: fr100/*.tar.gz
500
+ - config_name: fr101
501
+ data_files:
502
+ - split: train
503
+ path: fr101/*.tar.gz
504
+ - config_name: fr102
505
+ data_files:
506
+ - split: train
507
+ path: fr102/*.tar.gz
508
+ - config_name: fr103
509
+ data_files:
510
+ - split: train
511
+ path: fr103/*.tar.gz
512
+ - config_name: fy000
513
+ data_files:
514
+ - split: train
515
+ path: fy000/*.tar.gz
516
+ - config_name: ga000
517
+ data_files:
518
+ - split: train
519
+ path: ga000/*.tar.gz
520
+ - config_name: gd000
521
+ data_files:
522
+ - split: train
523
+ path: gd000/*.tar.gz
524
+ - config_name: gl000
525
+ data_files:
526
+ - split: train
527
+ path: gl000/*.tar.gz
528
+ - config_name: gn000
529
+ data_files:
530
+ - split: train
531
+ path: gn000/*.tar.gz
532
+ - config_name: gu000
533
+ data_files:
534
+ - split: train
535
+ path: gu000/*.tar.gz
536
+ - config_name: ha000
537
+ data_files:
538
+ - split: train
539
+ path: ha000/*.tar.gz
540
+ - config_name: hi000
541
+ data_files:
542
+ - split: train
543
+ path: hi000/*.tar.gz
544
+ - config_name: hi100
545
+ data_files:
546
+ - split: train
547
+ path: hi100/*.tar.gz
548
+ - config_name: ho000
549
+ data_files:
550
+ - split: train
551
+ path: ho000/*.tar.gz
552
+ - config_name: hr000
553
+ data_files:
554
+ - split: train
555
+ path: hr000/*.tar.gz
556
+ - config_name: ht000
557
+ data_files:
558
+ - split: train
559
+ path: ht000/*.tar.gz
560
+ - config_name: hu000
561
+ data_files:
562
+ - split: train
563
+ path: hu000/*.tar.gz
564
+ - config_name: hy000
565
+ data_files:
566
+ - split: train
567
+ path: hy000/*.tar.gz
568
+ - config_name: ia000
569
+ data_files:
570
+ - split: train
571
+ path: ia000/*.tar.gz
572
+ - config_name: id000
573
+ data_files:
574
+ - split: train
575
+ path: id000/*.tar.gz
576
+ - config_name: id100
577
+ data_files:
578
+ - split: train
579
+ path: id100/*.tar.gz
580
+ - config_name: id101
581
+ data_files:
582
+ - split: train
583
+ path: id101/*.tar.gz
584
+ - config_name: ie000
585
+ data_files:
586
+ - split: train
587
+ path: ie000/*.tar.gz
588
+ - config_name: ig000
589
+ data_files:
590
+ - split: train
591
+ path: ig000/*.tar.gz
592
+ - config_name: ik000
593
+ data_files:
594
+ - split: train
595
+ path: ik000/*.tar.gz
596
+ - config_name: is000
597
+ data_files:
598
+ - split: train
599
+ path: is000/*.tar.gz
600
+ - config_name: it000
601
+ data_files:
602
+ - split: train
603
+ path: it000/*.tar.gz
604
+ - config_name: it100
605
+ data_files:
606
+ - split: train
607
+ path: it100/*.tar.gz
608
+ - config_name: it101
609
+ data_files:
610
+ - split: train
611
+ path: it101/*.tar.gz
612
+ - config_name: iu000
613
+ data_files:
614
+ - split: train
615
+ path: iu000/*.tar.gz
616
+ - config_name: iw000
617
+ data_files:
618
+ - split: train
619
+ path: iw000/*.tar.gz
620
+ - config_name: ja000
621
+ data_files:
622
+ - split: train
623
+ path: ja000/*.tar.gz
624
+ - config_name: ja100
625
+ data_files:
626
+ - split: train
627
+ path: ja100/*.tar.gz
628
+ - config_name: jv000
629
+ data_files:
630
+ - split: train
631
+ path: jv000/*.tar.gz
632
+ - config_name: ka000
633
+ data_files:
634
+ - split: train
635
+ path: ka000/*.tar.gz
636
+ - config_name: ki000
637
+ data_files:
638
+ - split: train
639
+ path: ki000/*.tar.gz
640
+ - config_name: kk000
641
+ data_files:
642
+ - split: train
643
+ path: kk000/*.tar.gz
644
+ - config_name: kl000
645
+ data_files:
646
+ - split: train
647
+ path: kl000/*.tar.gz
648
+ - config_name: km000
649
+ data_files:
650
+ - split: train
651
+ path: km000/*.tar.gz
652
+ - config_name: kn000
653
+ data_files:
654
+ - split: train
655
+ path: kn000/*.tar.gz
656
+ - config_name: ko000
657
+ data_files:
658
+ - split: train
659
+ path: ko000/*.tar.gz
660
+ - config_name: ko100
661
+ data_files:
662
+ - split: train
663
+ path: ko100/*.tar.gz
664
+ - config_name: ko101
665
+ data_files:
666
+ - split: train
667
+ path: ko101/*.tar.gz
668
+ - config_name: ko102
669
+ data_files:
670
+ - split: train
671
+ path: ko102/*.tar.gz
672
+ - config_name: ko103
673
+ data_files:
674
+ - split: train
675
+ path: ko103/*.tar.gz
676
+ - config_name: ks000
677
+ data_files:
678
+ - split: train
679
+ path: ks000/*.tar.gz
680
+ - config_name: ku000
681
+ data_files:
682
+ - split: train
683
+ path: ku000/*.tar.gz
684
+ - config_name: ky000
685
+ data_files:
686
+ - split: train
687
+ path: ky000/*.tar.gz
688
+ - config_name: la000
689
+ data_files:
690
+ - split: train
691
+ path: la000/*.tar.gz
692
+ - config_name: lb000
693
+ data_files:
694
+ - split: train
695
+ path: lb000/*.tar.gz
696
+ - config_name: lg000
697
+ data_files:
698
+ - split: train
699
+ path: lg000/*.tar.gz
700
+ - config_name: ln000
701
+ data_files:
702
+ - split: train
703
+ path: ln000/*.tar.gz
704
+ - config_name: lo000
705
+ data_files:
706
+ - split: train
707
+ path: lo000/*.tar.gz
708
+ - config_name: lt000
709
+ data_files:
710
+ - split: train
711
+ path: lt000/*.tar.gz
712
+ - config_name: lv000
713
+ data_files:
714
+ - split: train
715
+ path: lv000/*.tar.gz
716
+ - config_name: mg000
717
+ data_files:
718
+ - split: train
719
+ path: mg000/*.tar.gz
720
+ - config_name: mi000
721
+ data_files:
722
+ - split: train
723
+ path: mi000/*.tar.gz
724
+ - config_name: mk000
725
+ data_files:
726
+ - split: train
727
+ path: mk000/*.tar.gz
728
+ - config_name: ml000
729
+ data_files:
730
+ - split: train
731
+ path: ml000/*.tar.gz
732
+ - config_name: mn000
733
+ data_files:
734
+ - split: train
735
+ path: mn000/*.tar.gz
736
+ - config_name: mr000
737
+ data_files:
738
+ - split: train
739
+ path: mr000/*.tar.gz
740
+ - config_name: ms000
741
+ data_files:
742
+ - split: train
743
+ path: ms000/*.tar.gz
744
+ - config_name: my000
745
+ data_files:
746
+ - split: train
747
+ path: my000/*.tar.gz
748
+ - config_name: na000
749
+ data_files:
750
+ - split: train
751
+ path: na000/*.tar.gz
752
+ - config_name: nd000
753
+ data_files:
754
+ - split: train
755
+ path: nd000/*.tar.gz
756
+ - config_name: ne000
757
+ data_files:
758
+ - split: train
759
+ path: ne000/*.tar.gz
760
+ - config_name: nl000
761
+ data_files:
762
+ - split: train
763
+ path: nl000/*.tar.gz
764
+ - config_name: nl100
765
+ data_files:
766
+ - split: train
767
+ path: nl100/*.tar.gz
768
+ - config_name: no000
769
+ data_files:
770
+ - split: train
771
+ path: no000/*.tar.gz
772
+ - config_name: nv000
773
+ data_files:
774
+ - split: train
775
+ path: nv000/*.tar.gz
776
+ - config_name: oc000
777
+ data_files:
778
+ - split: train
779
+ path: oc000/*.tar.gz
780
+ - config_name: om000
781
+ data_files:
782
+ - split: train
783
+ path: om000/*.tar.gz
784
+ - config_name: or000
785
+ data_files:
786
+ - split: train
787
+ path: or000/*.tar.gz
788
+ - config_name: pa000
789
+ data_files:
790
+ - split: train
791
+ path: pa000/*.tar.gz
792
+ - config_name: pl000
793
+ data_files:
794
+ - split: train
795
+ path: pl000/*.tar.gz
796
+ - config_name: ps000
797
+ data_files:
798
+ - split: train
799
+ path: ps000/*.tar.gz
800
+ - config_name: pt000
801
+ data_files:
802
+ - split: train
803
+ path: pt000/*.tar.gz
804
+ - config_name: pt100
805
+ data_files:
806
+ - split: train
807
+ path: pt100/*.tar.gz
808
+ - config_name: pt101
809
+ data_files:
810
+ - split: train
811
+ path: pt101/*.tar.gz
812
+ - config_name: pt102
813
+ data_files:
814
+ - split: train
815
+ path: pt102/*.tar.gz
816
+ - config_name: pt103
817
+ data_files:
818
+ - split: train
819
+ path: pt103/*.tar.gz
820
+ - config_name: qu000
821
+ data_files:
822
+ - split: train
823
+ path: qu000/*.tar.gz
824
+ - config_name: rm000
825
+ data_files:
826
+ - split: train
827
+ path: rm000/*.tar.gz
828
+ - config_name: rn000
829
+ data_files:
830
+ - split: train
831
+ path: rn000/*.tar.gz
832
+ - config_name: ro000
833
+ data_files:
834
+ - split: train
835
+ path: ro000/*.tar.gz
836
+ - config_name: ru000
837
+ data_files:
838
+ - split: train
839
+ path: ru000/*.tar.gz
840
+ - config_name: ru001
841
+ data_files:
842
+ - split: train
843
+ path: ru001/*.tar.gz
844
+ - config_name: ru100
845
+ data_files:
846
+ - split: train
847
+ path: ru100/*.tar.gz
848
+ - config_name: ru101
849
+ data_files:
850
+ - split: train
851
+ path: ru101/*.tar.gz
852
+ - config_name: ru102
853
+ data_files:
854
+ - split: train
855
+ path: ru102/*.tar.gz
856
+ - config_name: ru103
857
+ data_files:
858
+ - split: train
859
+ path: ru103/*.tar.gz
860
+ - config_name: ru104
861
+ data_files:
862
+ - split: train
863
+ path: ru104/*.tar.gz
864
+ - config_name: ru105
865
+ data_files:
866
+ - split: train
867
+ path: ru105/*.tar.gz
868
+ - config_name: ru106
869
+ data_files:
870
+ - split: train
871
+ path: ru106/*.tar.gz
872
+ - config_name: rw000
873
+ data_files:
874
+ - split: train
875
+ path: rw000/*.tar.gz
876
+ - config_name: sa000
877
+ data_files:
878
+ - split: train
879
+ path: sa000/*.tar.gz
880
+ - config_name: sc000
881
+ data_files:
882
+ - split: train
883
+ path: sc000/*.tar.gz
884
+ - config_name: sd000
885
+ data_files:
886
+ - split: train
887
+ path: sd000/*.tar.gz
888
+ - config_name: sg000
889
+ data_files:
890
+ - split: train
891
+ path: sg000/*.tar.gz
892
+ - config_name: sh000
893
+ data_files:
894
+ - split: train
895
+ path: sh000/*.tar.gz
896
+ - config_name: si000
897
+ data_files:
898
+ - split: train
899
+ path: si000/*.tar.gz
900
+ - config_name: sk000
901
+ data_files:
902
+ - split: train
903
+ path: sk000/*.tar.gz
904
+ - config_name: sl000
905
+ data_files:
906
+ - split: train
907
+ path: sl000/*.tar.gz
908
+ - config_name: sm000
909
+ data_files:
910
+ - split: train
911
+ path: sm000/*.tar.gz
912
+ - config_name: sn000
913
+ data_files:
914
+ - split: train
915
+ path: sn000/*.tar.gz
916
+ - config_name: so000
917
+ data_files:
918
+ - split: train
919
+ path: so000/*.tar.gz
920
+ - config_name: sq000
921
+ data_files:
922
+ - split: train
923
+ path: sq000/*.tar.gz
924
+ - config_name: sr000
925
+ data_files:
926
+ - split: train
927
+ path: sr000/*.tar.gz
928
+ - config_name: st000
929
+ data_files:
930
+ - split: train
931
+ path: st000/*.tar.gz
932
+ - config_name: su000
933
+ data_files:
934
+ - split: train
935
+ path: su000/*.tar.gz
936
+ - config_name: sv000
937
+ data_files:
938
+ - split: train
939
+ path: sv000/*.tar.gz
940
+ - config_name: sw000
941
+ data_files:
942
+ - split: train
943
+ path: sw000/*.tar.gz
944
+ - config_name: ta000
945
+ data_files:
946
+ - split: train
947
+ path: ta000/*.tar.gz
948
+ - config_name: te000
949
+ data_files:
950
+ - split: train
951
+ path: te000/*.tar.gz
952
+ - config_name: tg000
953
+ data_files:
954
+ - split: train
955
+ path: tg000/*.tar.gz
956
+ - config_name: th000
957
+ data_files:
958
+ - split: train
959
+ path: th000/*.tar.gz
960
+ - config_name: th100
961
+ data_files:
962
+ - split: train
963
+ path: th100/*.tar.gz
964
+ - config_name: ti000
965
+ data_files:
966
+ - split: train
967
+ path: ti000/*.tar.gz
968
+ - config_name: tk000
969
+ data_files:
970
+ - split: train
971
+ path: tk000/*.tar.gz
972
+ - config_name: tn000
973
+ data_files:
974
+ - split: train
975
+ path: tn000/*.tar.gz
976
+ - config_name: to000
977
+ data_files:
978
+ - split: train
979
+ path: to000/*.tar.gz
980
+ - config_name: tr000
981
+ data_files:
982
+ - split: train
983
+ path: tr000/*.tar.gz
984
+ - config_name: tr100
985
+ data_files:
986
+ - split: train
987
+ path: tr100/*.tar.gz
988
+ - config_name: ts000
989
+ data_files:
990
+ - split: train
991
+ path: ts000/*.tar.gz
992
+ - config_name: tt000
993
+ data_files:
994
+ - split: train
995
+ path: tt000/*.tar.gz
996
+ - config_name: ug000
997
+ data_files:
998
+ - split: train
999
+ path: ug000/*.tar.gz
1000
+ - config_name: uk000
1001
+ data_files:
1002
+ - split: train
1003
+ path: uk000/*.tar.gz
1004
+ - config_name: uk100
1005
+ data_files:
1006
+ - split: train
1007
+ path: uk100/*.tar.gz
1008
+ - config_name: ur000
1009
+ data_files:
1010
+ - split: train
1011
+ path: ur000/*.tar.gz
1012
+ - config_name: uz000
1013
+ data_files:
1014
+ - split: train
1015
+ path: uz000/*.tar.gz
1016
+ - config_name: ve000
1017
+ data_files:
1018
+ - split: train
1019
+ path: ve000/*.tar.gz
1020
+ - config_name: vi000
1021
+ data_files:
1022
+ - split: train
1023
+ path: vi000/*.tar.gz
1024
+ - config_name: vi100
1025
+ data_files:
1026
+ - split: train
1027
+ path: vi100/*.tar.gz
1028
+ - config_name: vo000
1029
+ data_files:
1030
+ - split: train
1031
+ path: vo000/*.tar.gz
1032
+ - config_name: wo000
1033
+ data_files:
1034
+ - split: train
1035
+ path: wo000/*.tar.gz
1036
+ - config_name: xh000
1037
+ data_files:
1038
+ - split: train
1039
+ path: xh000/*.tar.gz
1040
+ - config_name: yi000
1041
+ data_files:
1042
+ - split: train
1043
+ path: yi000/*.tar.gz
1044
+ - config_name: yo000
1045
+ data_files:
1046
+ - split: train
1047
+ path: yo000/*.tar.gz
1048
+ - config_name: zh000
1049
+ data_files:
1050
+ - split: train
1051
+ path: zh000/*.tar.gz
1052
+ - config_name: zu000
1053
+ data_files:
1054
+ - split: train
1055
+ path: zu000/*.tar.gz
1056
+ ---
1057
+ # YODAS2-Sidon
1058
+
1059
+ ## Overview
1060
+ This dataset is a **cleansed version of YODAS-2** with **Sidon** speech restoration mode for **Speech Synthesis** and **Spoken Language Modeling**.
1061
+
1062
+ YODAS-2 is a massive, multilingual YouTube-derived dataset. We have applied the Sidon restoration model to remove background noise and enhance audio quality, making it suitable for high-quality generation tasks.
1063
+ We resampled original sidon output to 24kHz due to a storage constraints.
1064
+
1065
+ The dataset is provided in **[WebDataset](https://github.com/webdataset/webdataset) format** for efficient large-scale training.
1066
+
1067
+ - **Source**: [YODAS-2 (YouTube-Oriented Dataset for Audio-Visual Speech)](https://huggingface.co/datasets/espnet/yodas2)
1068
+ - **Format**: WebDataset (`.tar.gz` shards)
1069
+ - **License**: [CC-BY-3.0](https://creativecommons.org/licenses/by/3.0/)
1070
+
1071
+ ---
1072
+
1073
+ ## Dataset Structure
1074
+ Each sample in the dataset contains:
1075
+
1076
+ - **`flac`** — audio file (24 kHz, single channel, restored)
1077
+ - **`metadata.json`** *(optional)* — metadata including language, YouTube video ID, and transcription
1078
+
1079
+ Example (inside a `.tar` shard):
1080
+ ```
1081
+
1082
+ 000001.flac
1083
+ 000001.metadata.json
1084
+ 000002.flac
1085
+ 000002.metadata.json
1086
+ ...
1087
+
1088
+ ````
1089
+
1090
+ ---
1091
+
1092
+ ## How to Use
1093
+
1094
+ ### With 🤗 Datasets
1095
+ You can load the WebDataset directly with Hugging Face’s `datasets` library:
1096
+
1097
+ ```python
1098
+ from datasets import load_dataset
1099
+ from huggingface_hub import list_repo_files
1100
+
1101
+ repo_id = "sarulab-speech/yodas2_sidon"
1102
+ subset="en000"
1103
+ all_files = list_repo_files(repo_id, repo_type="dataset")
1104
+
1105
+ urls = [
1106
+ f"https://huggingface.co/datasets/{repo_id}/resolve/main/{f}"
1107
+ for f in sorted(all_files)
1108
+ if f.endswith(".tar.gz") and f.startswith(subset)
1109
+ ]
1110
+
1111
+ print(f"Found {len(urls)} shards.")
1112
+
1113
+ dataset = load_dataset(
1114
+ "webdataset",
1115
+ data_files={"train": urls},
1116
+ streaming=True
1117
+ )['train']
1118
+ from IPython.display import Audio
1119
+ sample = next(iter(dataset))
1120
+ audio = sample['flac']
1121
+ print(sample['metadata.json'])
1122
+ Audio(audio['array'], rate=audio['sampling_rate'])
1123
+ ````
1124
+
1125
+ Replace `subset` with the desired subset.
1126
+
1127
+ -----
1128
+
1129
+ ## Citation
1130
+
1131
+ If you use this dataset, please cite Sidon and the original YODAS paper:
1132
+
1133
+ ```
1134
+ @misc{nakata2025sidonfastrobustopensource,
1135
+ title={Sidon: Fast and Robust Open-Source Multilingual Speech Restoration for Large-scale Dataset Cleansing},
1136
+ author={Wataru Nakata and Yuki Saito and Yota Ueda and Hiroshi Saruwatari},
1137
+ year={2025},
1138
+ eprint={2509.17052},
1139
+ archivePrefix={arXiv},
1140
+ primaryClass={cs.SD},
1141
+ url={[https://arxiv.org/abs/2509.17052](https://arxiv.org/abs/2509.17052)},
1142
+ }
1143
+ ```
1144
+
1145
+ ```
1146
+ @inproceedings{li2023yodas,
1147
+ title={Yodas: Youtube-Oriented Dataset for Audio and Speech},
1148
+ author={Li, Xinjian and Takamichi, Shinnosuke and Saeki, Takaaki and Chen, William and Shiota, Sayaka and Watanabe, Shinji},
1149
+ booktitle={2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
1150
+ pages={1--8},
1151
+ year={2023},
1152
+ organization={IEEE}
1153
+ }
1154
+
1155
+ ```
1156
+
1157
+ -----
1158
+
1159
+ ## License
1160
+
1161
+ This dataset is released under [CC-BY-3.0](https://creativecommons.org/licenses/by/3.0/).
1162
+
1163
+ -----
1164
+
1165
+ ## Acknowledgements
1166
+
1167
+ * **Original data**: [YODAS2](https://huggingface.co/datasets/espnet/yodas2)
1168
+
1169
+
1170
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