| | --- |
| | dataset_info: |
| | - config_name: eurospeech |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: bosnia_herzegovina |
| | num_bytes: 37628156.0 |
| | num_examples: 5 |
| | - name: bulgaria |
| | num_bytes: 35537386.0 |
| | num_examples: 5 |
| | - name: croatia |
| | num_bytes: 35286965.0 |
| | num_examples: 5 |
| | - name: denmark |
| | num_bytes: 37771621.0 |
| | num_examples: 5 |
| | - name: estonia |
| | num_bytes: 33673957.0 |
| | num_examples: 5 |
| | - name: finland |
| | num_bytes: 33727669.0 |
| | num_examples: 5 |
| | - name: france |
| | num_bytes: 39967984.0 |
| | num_examples: 5 |
| | - name: germany |
| | num_bytes: 32077749.0 |
| | num_examples: 5 |
| | - name: greece |
| | num_bytes: 37979264.0 |
| | num_examples: 5 |
| | - name: iceland |
| | num_bytes: 36776565.0 |
| | num_examples: 5 |
| | - name: italy |
| | num_bytes: 35310993.0 |
| | num_examples: 5 |
| | - name: latvia |
| | num_bytes: 32059392.0 |
| | num_examples: 5 |
| | - name: lithuania |
| | num_bytes: 33464223.0 |
| | num_examples: 5 |
| | - name: malta |
| | num_bytes: 34409867.0 |
| | num_examples: 5 |
| | - name: norway |
| | num_bytes: 32835622.0 |
| | num_examples: 5 |
| | - name: portugal |
| | num_bytes: 34326232.0 |
| | num_examples: 5 |
| | - name: serbia |
| | num_bytes: 27414030.0 |
| | num_examples: 5 |
| | - name: slovakia |
| | num_bytes: 40019214.0 |
| | num_examples: 5 |
| | - name: slovenia |
| | num_bytes: 32311846.0 |
| | num_examples: 5 |
| | - name: sweden |
| | num_bytes: 36358960.0 |
| | num_examples: 5 |
| | - name: uk |
| | num_bytes: 27681580.0 |
| | num_examples: 5 |
| | - name: ukraine |
| | num_bytes: 31080837.0 |
| | num_examples: 5 |
| | download_size: 755839073 |
| | dataset_size: 757700112.0 |
| | - config_name: fleurs_africa |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: af_za |
| | num_bytes: 26342794.0 |
| | num_examples: 5 |
| | - name: sw_ke |
| | num_bytes: 32421098.0 |
| | num_examples: 5 |
| | - name: am_et |
| | num_bytes: 27666058.0 |
| | num_examples: 5 |
| | - name: yo_ng |
| | num_bytes: 33808154.0 |
| | num_examples: 5 |
| | download_size: 117118650 |
| | dataset_size: 120238104.0 |
| | - config_name: fleurs_asia |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: cmn_hans_cn |
| | num_bytes: 23495870.0 |
| | num_examples: 5 |
| | - name: yue_hant_hk |
| | num_bytes: 35478654.0 |
| | num_examples: 5 |
| | - name: ja_jp |
| | num_bytes: 22326496.0 |
| | num_examples: 5 |
| | - name: ko_kr |
| | num_bytes: 31184640.0 |
| | num_examples: 5 |
| | - name: th_th |
| | num_bytes: 27377024.0 |
| | num_examples: 5 |
| | - name: vi_vn |
| | num_bytes: 21036704.0 |
| | num_examples: 5 |
| | - name: id_id |
| | num_bytes: 31364352.0 |
| | num_examples: 5 |
| | download_size: 185521940 |
| | dataset_size: 192263740.0 |
| | - config_name: fleurs_east_euro |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: hy_am |
| | num_bytes: 23252217.0 |
| | num_examples: 5 |
| | - name: be_by |
| | num_bytes: 33191545.0 |
| | num_examples: 5 |
| | - name: cs_cz |
| | num_bytes: 23329817.0 |
| | num_examples: 5 |
| | - name: ka_ge |
| | num_bytes: 26945641.0 |
| | num_examples: 5 |
| | - name: mk_mk |
| | num_bytes: 27176905.0 |
| | num_examples: 5 |
| | - name: pl_pl |
| | num_bytes: 24281401.0 |
| | num_examples: 5 |
| | - name: ro_ro |
| | num_bytes: 30621705.0 |
| | num_examples: 5 |
| | - name: ru_ru |
| | num_bytes: 23007113.0 |
| | num_examples: 5 |
| | download_size: 205098588 |
| | dataset_size: 211806344.0 |
| | - config_name: fleurs_euro |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: ast_es |
| | num_bytes: 18732181.0 |
| | num_examples: 5 |
| | - name: ca_es |
| | num_bytes: 33479248.0 |
| | num_examples: 5 |
| | - name: nl_nl |
| | num_bytes: 21072672.0 |
| | num_examples: 5 |
| | - name: en_us |
| | num_bytes: 33574208.0 |
| | num_examples: 5 |
| | - name: gl_es |
| | num_bytes: 28159440.0 |
| | num_examples: 5 |
| | - name: hu_hu |
| | num_bytes: 26976592.0 |
| | num_examples: 5 |
| | - name: ga_ie |
| | num_bytes: 29696640.0 |
| | num_examples: 5 |
| | - name: kea_cv |
| | num_bytes: 35372645.0 |
| | num_examples: 5 |
| | - name: lb_lu |
| | num_bytes: 31516912.0 |
| | num_examples: 5 |
| | - name: oc_fr |
| | num_bytes: 36427424.0 |
| | num_examples: 5 |
| | - name: es_419 |
| | num_bytes: 25463269.0 |
| | num_examples: 5 |
| | - name: cy_gb |
| | num_bytes: 27835696.0 |
| | num_examples: 5 |
| | download_size: 335522075 |
| | dataset_size: 348306927.0 |
| | - config_name: fleurs_mideast |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: ar_eg |
| | num_bytes: 27888719.0 |
| | num_examples: 5 |
| | - name: tr_tr |
| | num_bytes: 26440319.0 |
| | num_examples: 5 |
| | - name: he_il |
| | num_bytes: 19542863.0 |
| | num_examples: 5 |
| | - name: fa_ir |
| | num_bytes: 40425071.0 |
| | num_examples: 5 |
| | download_size: 111451917 |
| | dataset_size: 114296972.0 |
| | - config_name: fleurs_south_asia |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: hi_in |
| | num_bytes: 29132990.0 |
| | num_examples: 5 |
| | - name: bn_in |
| | num_bytes: 25782782.0 |
| | num_examples: 5 |
| | - name: ta_in |
| | num_bytes: 27602542.0 |
| | num_examples: 5 |
| | - name: te_in |
| | num_bytes: 29107230.0 |
| | num_examples: 5 |
| | download_size: 110383895 |
| | dataset_size: 111625544.0 |
| | - config_name: gtzan |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: blues |
| | num_bytes: 70887590.0 |
| | num_examples: 5 |
| | - name: classical |
| | num_bytes: 70887610.0 |
| | num_examples: 5 |
| | - name: country |
| | num_bytes: 70906572.0 |
| | num_examples: 5 |
| | - name: disco |
| | num_bytes: 70981570.0 |
| | num_examples: 5 |
| | - name: hiphop |
| | num_bytes: 71051743.0 |
| | num_examples: 5 |
| | - name: jazz |
| | num_bytes: 70887585.0 |
| | num_examples: 5 |
| | - name: metal |
| | num_bytes: 70881490.0 |
| | num_examples: 5 |
| | - name: pop |
| | num_bytes: 70881480.0 |
| | num_examples: 5 |
| | - name: reggae |
| | num_bytes: 70887595.0 |
| | num_examples: 5 |
| | - name: rock |
| | num_bytes: 70887585.0 |
| | num_examples: 5 |
| | download_size: 708821188 |
| | dataset_size: 709140820.0 |
| | - config_name: naturelm |
| | features: |
| | - name: sample_id |
| | dtype: string |
| | - name: original |
| | dtype: audio |
| | - name: cosyvoice2 |
| | dtype: audio |
| | - name: glm4voice |
| | dtype: audio |
| | - name: mimoaudio |
| | dtype: audio |
| | - name: neucodec |
| | dtype: audio |
| | - name: wavtokenizer |
| | dtype: audio |
| | - name: xcodec2 |
| | dtype: audio |
| | - name: unicodec |
| | dtype: audio |
| | - name: bicodec |
| | dtype: audio |
| | - name: flexicodec |
| | dtype: audio |
| | - name: varstok |
| | dtype: audio |
| | splits: |
| | - name: Animal_Sound_Archive |
| | num_bytes: 41400308.0 |
| | num_examples: 5 |
| | - name: NatureLM |
| | num_bytes: 28729858.0 |
| | num_examples: 5 |
| | - name: Watkins |
| | num_bytes: 16955213.0 |
| | num_examples: 5 |
| | - name: WavCaps |
| | num_bytes: 30136083.0 |
| | num_examples: 5 |
| | - name: Xeno_canto |
| | num_bytes: 75788142.0 |
| | num_examples: 5 |
| | - name: iNaturalist |
| | num_bytes: 16949437.0 |
| | num_examples: 5 |
| | download_size: 202588986 |
| | dataset_size: 209959041.0 |
| | configs: |
| | - config_name: eurospeech |
| | data_files: |
| | - split: bosnia_herzegovina |
| | path: eurospeech/bosnia_herzegovina-* |
| | - split: bulgaria |
| | path: eurospeech/bulgaria-* |
| | - split: croatia |
| | path: eurospeech/croatia-* |
| | - split: denmark |
| | path: eurospeech/denmark-* |
| | - split: estonia |
| | path: eurospeech/estonia-* |
| | - split: finland |
| | path: eurospeech/finland-* |
| | - split: france |
| | path: eurospeech/france-* |
| | - split: germany |
| | path: eurospeech/germany-* |
| | - split: greece |
| | path: eurospeech/greece-* |
| | - split: iceland |
| | path: eurospeech/iceland-* |
| | - split: italy |
| | path: eurospeech/italy-* |
| | - split: latvia |
| | path: eurospeech/latvia-* |
| | - split: lithuania |
| | path: eurospeech/lithuania-* |
| | - split: malta |
| | path: eurospeech/malta-* |
| | - split: norway |
| | path: eurospeech/norway-* |
| | - split: portugal |
| | path: eurospeech/portugal-* |
| | - split: serbia |
| | path: eurospeech/serbia-* |
| | - split: slovakia |
| | path: eurospeech/slovakia-* |
| | - split: slovenia |
| | path: eurospeech/slovenia-* |
| | - split: sweden |
| | path: eurospeech/sweden-* |
| | - split: uk |
| | path: eurospeech/uk-* |
| | - split: ukraine |
| | path: eurospeech/ukraine-* |
| | - config_name: fleurs_africa |
| | data_files: |
| | - split: af_za |
| | path: fleurs_africa/af_za-* |
| | - split: sw_ke |
| | path: fleurs_africa/sw_ke-* |
| | - split: am_et |
| | path: fleurs_africa/am_et-* |
| | - split: yo_ng |
| | path: fleurs_africa/yo_ng-* |
| | - config_name: fleurs_asia |
| | data_files: |
| | - split: cmn_hans_cn |
| | path: fleurs_asia/cmn_hans_cn-* |
| | - split: yue_hant_hk |
| | path: fleurs_asia/yue_hant_hk-* |
| | - split: ja_jp |
| | path: fleurs_asia/ja_jp-* |
| | - split: ko_kr |
| | path: fleurs_asia/ko_kr-* |
| | - split: th_th |
| | path: fleurs_asia/th_th-* |
| | - split: vi_vn |
| | path: fleurs_asia/vi_vn-* |
| | - split: id_id |
| | path: fleurs_asia/id_id-* |
| | - config_name: fleurs_east_euro |
| | data_files: |
| | - split: hy_am |
| | path: fleurs_east_euro/hy_am-* |
| | - split: be_by |
| | path: fleurs_east_euro/be_by-* |
| | - split: cs_cz |
| | path: fleurs_east_euro/cs_cz-* |
| | - split: ka_ge |
| | path: fleurs_east_euro/ka_ge-* |
| | - split: mk_mk |
| | path: fleurs_east_euro/mk_mk-* |
| | - split: pl_pl |
| | path: fleurs_east_euro/pl_pl-* |
| | - split: ro_ro |
| | path: fleurs_east_euro/ro_ro-* |
| | - split: ru_ru |
| | path: fleurs_east_euro/ru_ru-* |
| | - config_name: fleurs_euro |
| | data_files: |
| | - split: ast_es |
| | path: fleurs_euro/ast_es-* |
| | - split: ca_es |
| | path: fleurs_euro/ca_es-* |
| | - split: nl_nl |
| | path: fleurs_euro/nl_nl-* |
| | - split: en_us |
| | path: fleurs_euro/en_us-* |
| | - split: gl_es |
| | path: fleurs_euro/gl_es-* |
| | - split: hu_hu |
| | path: fleurs_euro/hu_hu-* |
| | - split: ga_ie |
| | path: fleurs_euro/ga_ie-* |
| | - split: kea_cv |
| | path: fleurs_euro/kea_cv-* |
| | - split: lb_lu |
| | path: fleurs_euro/lb_lu-* |
| | - split: oc_fr |
| | path: fleurs_euro/oc_fr-* |
| | - split: es_419 |
| | path: fleurs_euro/es_419-* |
| | - split: cy_gb |
| | path: fleurs_euro/cy_gb-* |
| | - config_name: fleurs_mideast |
| | data_files: |
| | - split: ar_eg |
| | path: fleurs_mideast/ar_eg-* |
| | - split: tr_tr |
| | path: fleurs_mideast/tr_tr-* |
| | - split: he_il |
| | path: fleurs_mideast/he_il-* |
| | - split: fa_ir |
| | path: fleurs_mideast/fa_ir-* |
| | - config_name: fleurs_south_asia |
| | data_files: |
| | - split: hi_in |
| | path: fleurs_south_asia/hi_in-* |
| | - split: bn_in |
| | path: fleurs_south_asia/bn_in-* |
| | - split: ta_in |
| | path: fleurs_south_asia/ta_in-* |
| | - split: te_in |
| | path: fleurs_south_asia/te_in-* |
| | - config_name: gtzan |
| | data_files: |
| | - split: blues |
| | path: gtzan/blues-* |
| | - split: classical |
| | path: gtzan/classical-* |
| | - split: country |
| | path: gtzan/country-* |
| | - split: disco |
| | path: gtzan/disco-* |
| | - split: hiphop |
| | path: gtzan/hiphop-* |
| | - split: jazz |
| | path: gtzan/jazz-* |
| | - split: metal |
| | path: gtzan/metal-* |
| | - split: pop |
| | path: gtzan/pop-* |
| | - split: reggae |
| | path: gtzan/reggae-* |
| | - split: rock |
| | path: gtzan/rock-* |
| | - config_name: naturelm |
| | data_files: |
| | - split: Animal_Sound_Archive |
| | path: naturelm/Animal_Sound_Archive-* |
| | - split: NatureLM |
| | path: naturelm/NatureLM-* |
| | - split: Watkins |
| | path: naturelm/Watkins-* |
| | - split: WavCaps |
| | path: naturelm/WavCaps-* |
| | - split: Xeno_canto |
| | path: naturelm/Xeno_canto-* |
| | - split: iNaturalist |
| | path: naturelm/iNaturalist-* |
| | --- |
| | |
| | # Audio Tokenizer Demo Dataset |
| |
|
| | Audio samples processed by various neural audio tokenizers for comparison. |
| |
|
| | ## Tokenizers |
| |
|
| | | Column | Tokens/sec | Codebooks | |
| | |--------|------------|-----------| |
| | | cosyvoice2 | 25 | 1 | |
| | | glm4voice | 12.5 | 1 | |
| | | mimoaudio | 6.25 | 8 | |
| | | neucodec | 50 | 1 | |
| | | wavtokenizer | 40 | 1 | |
| | | xcodec2 | 50 | 1 | |
| | | unicodec | 75 | 1 | |
| | | bicodec | 50 | 1 (Semantic) + 1 (Global Fixed 35 tokens) | |
| | | flexicodec | <100 | 1(FSQ)+7(RVQ) | |
| | | varstok | <40 | 1 | |
| |
|
