config.json
35.3 KB · 2271 lines · json Raw
1 {
2 "sample_rate": 16000,
3 "compute_eval_loss": false,
4 "log_prediction": true,
5 "rnnt_reduction": "mean_volume",
6 "skip_nan_grad": false,
7 "model_defaults": {
8 "enc_hidden": 1024,
9 "pred_hidden": 640,
10 "joint_hidden": 640,
11 "tdt_durations": [
12 0,
13 1,
14 2,
15 3,
16 4
17 ],
18 "num_tdt_durations": 5
19 },
20 "train_ds": {
21 "use_lhotse": true,
22 "skip_missing_manifest_entries": true,
23 "input_cfg": null,
24 "tarred_audio_filepaths": null,
25 "manifest_filepath": null,
26 "sample_rate": 16000,
27 "shuffle": true,
28 "num_workers": 2,
29 "pin_memory": true,
30 "max_duration": 40.0,
31 "min_duration": 0.1,
32 "text_field": "answer",
33 "batch_duration": null,
34 "use_bucketing": true,
35 "bucket_duration_bins": null,
36 "bucket_batch_size": null,
37 "num_buckets": 30,
38 "bucket_buffer_size": 20000,
39 "shuffle_buffer_size": 10000
40 },
41 "validation_ds": {
42 "use_lhotse": true,
43 "manifest_filepath": null,
44 "sample_rate": 16000,
45 "batch_size": 16,
46 "shuffle": false,
47 "max_duration": 40.0,
48 "min_duration": 0.1,
49 "num_workers": 2,
50 "pin_memory": true,
51 "text_field": "answer"
52 },
53 "tokenizer": {
54 "dir": "/lustre/fsw/portfolios/llmservice/users/nkoluguri/datasets/tokenizers/en_mm_ytc/tokenizer_spe_bpe_v1024/",
55 "type": "bpe",
56 "model_path": "nemo:705f11d22dc04b169effc35ce5cd1361_tokenizer.model",
57 "vocab_path": "nemo:4cf78c8ca4ca44fca36c3754478fb188_vocab.txt",
58 "spe_tokenizer_vocab": "nemo:a4715c7f6b2d4c2bb709306073d0c0a4_tokenizer.vocab"
59 },
60 "preprocessor": {
61 "_target_": "nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor",
62 "sample_rate": 16000,
63 "normalize": "per_feature",
64 "window_size": 0.025,
65 "window_stride": 0.01,
66 "window": "hann",
67 "features": 128,
68 "n_fft": 512,
69 "log": true,
70 "frame_splicing": 1,
71 "dither": 1e-05,
72 "pad_to": 0,
73 "pad_value": 0.0
74 },
75 "spec_augment": {
76 "_target_": "nemo.collections.asr.modules.SpectrogramAugmentation",
77 "freq_masks": 2,
78 "time_masks": 10,
79 "freq_width": 27,
80 "time_width": 0.05
81 },
82 "encoder": {
83 "_target_": "nemo.collections.asr.modules.ConformerEncoder",
84 "feat_in": 128,
85 "feat_out": -1,
86 "n_layers": 24,
87 "d_model": 1024,
88 "use_bias": false,
89 "subsampling": "dw_striding",
90 "subsampling_factor": 8,
91 "subsampling_conv_channels": 256,
92 "causal_downsampling": false,
93 "reduction": null,
94 "reduction_position": null,
95 "reduction_factor": 1,
96 "ff_expansion_factor": 4,
97 "self_attention_model": "rel_pos",
98 "n_heads": 8,
99 "att_context_size": [
100 -1,
101 -1
102 ],
103 "att_context_style": "regular",
104 "xscaling": false,
105 "untie_biases": true,
106 "pos_emb_max_len": 5000,
107 "conv_kernel_size": 9,
108 "conv_norm_type": "batch_norm",
109 "conv_context_size": null,
110 "dropout": 0.1,
111 "dropout_pre_encoder": 0.1,
112 "dropout_emb": 0.0,
113 "dropout_att": 0.1,
114 "stochastic_depth_drop_prob": 0.0,
115 "stochastic_depth_mode": "linear",
116 "stochastic_depth_start_layer": 1
117 },
118 "decoder": {
119 "_target_": "nemo.collections.asr.modules.RNNTDecoder",
120 "normalization_mode": null,
121 "random_state_sampling": false,
122 "blank_as_pad": true,
123 "prednet": {
124 "pred_hidden": 640,
125 "pred_rnn_layers": 2,
126 "t_max": null,
127 "dropout": 0.2
128 },
129 "vocab_size": 1024
130 },
131 "joint": {
132 "_target_": "nemo.collections.asr.modules.RNNTJoint",
133 "log_softmax": null,
134 "preserve_memory": false,
135 "fuse_loss_wer": true,
136 "fused_batch_size": 4,
137 "jointnet": {
138 "joint_hidden": 640,
139 "activation": "relu",
140 "dropout": 0.2,
141 "encoder_hidden": 1024,
142 "pred_hidden": 640
143 },
144 "num_extra_outputs": 5,
145 "num_classes": 1024,
146 "vocabulary": [
147 "<unk>",
148 "\u2581t",
149 "\u2581th",
150 "\u2581a",
151 "in",
152 "\u2581the",
153 "re",
154 "\u2581w",
155 "\u2581o",
156 "\u2581s",
157 "at",
158 "ou",
159 "er",
160 "nd",
161 "\u2581i",
162 "\u2581b",
163 "\u2581c",
164 "on",
165 "\u2581h",
166 "ing",
167 "\u2581to",
168 "\u2581m",
169 "en",
170 "\u2581f",
171 "\u2581p",
172 "an",
173 "\u2581d",
174 "es",
175 "or",
176 "ll",
177 "\u2581of",
178 "\u2581and",
179 "\u2581y",
180 "\u2581l",
181 "\u2581I",
182 "it",
183 "\u2581in",
184 "is",
185 "ed",
186 "\u2581g",
187 "\u2581you",
188 "ar",
189 "\u2581that",
190 "om",
191 "as",
192 "\u2581n",
193 "ve",
194 "us",
195 "ic",
196 "ow",
197 "al",
198 "\u2581it",
199 "\u2581be",
200 "\u2581wh",
201 "le",
202 "ion",
203 "ut",
204 "ot",
205 "\u2581we",
206 "\u2581is",
207 "\u2581e",
208 "et",
209 "ay",
210 "\u2581re",
211 "\u2581on",
212 "\u2581T",
213 "\u2581A",
214 "\u2581ha",
215 "ent",
216 "ke",
217 "ct",
218 "\u2581S",
219 "ig",
220 "ver",
221 "\u2581Th",
222 "all",
223 "id",
224 "\u2581for",
225 "ro",
226 "\u2581he",
227 "se",
228 "\u2581this",
229 "ld",
230 "ly",
231 "\u2581go",
232 "\u2581k",
233 "\u2581st",
234 "st",
235 "ch",
236 "\u2581li",
237 "\u2581u",
238 "am",
239 "ur",
240 "ce",
241 "ith",
242 "im",
243 "\u2581so",
244 "\u2581have",
245 "\u2581do",
246 "ht",
247 "th",
248 "\u2581an",
249 "\u2581with",
250 "ad",
251 "\u2581r",
252 "ir",
253 "\u2581was",
254 "\u2581as",
255 "\u2581W",
256 "\u2581are",
257 "ust",
258 "ally",
259 "\u2581j",
260 "\u2581se",
261 "ation",
262 "od",
263 "ere",
264 "\u2581like",
265 "\u2581not",
266 "\u2581kn",
267 "ight",
268 "\u2581B",
269 "\u2581they",
270 "\u2581And",
271 "\u2581know",
272 "ome",
273 "op",
274 "\u2581can",
275 "\u2581or",
276 "\u2581sh",
277 "\u2581me",
278 "ill",
279 "ant",
280 "ck",
281 "\u2581what",
282 "\u2581at",
283 "\u2581ab",
284 "ould",
285 "ol",
286 "\u2581So",
287 "\u2581C",
288 "use",
289 "ter",
290 "il",
291 "\u2581but",
292 "\u2581just",
293 "\u2581ne",
294 "\u2581de",
295 "ra",
296 "ore",
297 "\u2581there",
298 "ul",
299 "out",
300 "\u2581con",
301 "\u2581all",
302 "\u2581The",
303 "ers",
304 "\u2581H",
305 "\u2581fr",
306 "\u2581pro",
307 "ge",
308 "ea",
309 "\u2581Y",
310 "\u2581O",
311 "\u2581M",
312 "pp",
313 "\u2581com",
314 "ess",
315 "\u2581ch",
316 "\u2581al",
317 "est",
318 "ate",
319 "qu",
320 "\u2581lo",
321 "\u2581ex",
322 "very",
323 "\u2581su",
324 "ain",
325 "\u2581one",
326 "ca",
327 "art",
328 "ist",
329 "if",
330 "ive",
331 "\u2581if",
332 "ink",
333 "nt",
334 "ab",
335 "\u2581about",
336 "\u2581going",
337 "\u2581v",
338 "\u2581wor",
339 "um",
340 "ok",
341 "\u2581your",
342 "\u2581my",
343 "ind",
344 "\u2581get",
345 "cause",
346 "\u2581from",
347 "\u2581don",
348 "ri",
349 "pe",
350 "un",
351 "ity",
352 "\u2581up",
353 "\u2581P",
354 "\u2581out",
355 "ort",
356 "\u2581L",
357 "ment",
358 "el",
359 "\u2581N",
360 "\u2581some",
361 "ich",
362 "and",
363 "\u2581think",
364 "em",
365 "oug",
366 "\u2581G",
367 "os",
368 "\u2581D",
369 "res",
370 "\u2581because",
371 "\u2581by",
372 "ake",
373 "\u2581int",
374 "ie",
375 "\u2581us",
376 "\u2581tr",
377 "\u2581then",
378 "ack",
379 "\u2581pl",
380 "\u2581here",
381 "\u2581pe",
382 "her",
383 "\u2581will",
384 "\u2581F",
385 "\u2581which",
386 "ard",
387 "\u2581right",
388 "\u2581thing",
389 "\u2581want",
390 "ies",
391 "ople",
392 "\u2581It",
393 "\u2581them",
394 "ame",
395 "\u2581We",
396 "our",
397 "\u2581say",
398 "\u2581R",
399 "\u2581people",
400 "\u2581see",
401 "\u2581who",
402 "ast",
403 "ure",
404 "ect",
405 "ear",
406 "\u2581tim",
407 "\u2581E",
408 "\u2581You",
409 "\u2581would",
410 "\u2581when",
411 "ven",
412 "\u2581our",
413 "ci",
414 "\u2581really",
415 "\u2581more",
416 "ound",
417 "ose",
418 "ak",
419 "\u2581co",
420 "ide",
421 "ough",
422 "\u2581had",
423 "so",
424 "\u2581qu",
425 "eah",
426 "\u2581were",
427 "ine",
428 "\u2581act",
429 "ther",
430 "\u2581these",
431 "\u2581how",
432 "\u2581now",
433 "\u2581sa",
434 "ud",
435 "\u2581Wh",
436 "\u2581man",
437 "ous",
438 "one",
439 "pt",
440 "ff",
441 "ong",
442 "\u2581has",
443 "\u2581any",
444 "\u2581very",
445 "\u2581But",
446 "\u2581look",
447 "iv",
448 "itt",
449 "\u2581time",
450 "\u2581mo",
451 "\u2581ar",
452 "hing",
453 "\u2581le",
454 "\u2581work",
455 "\u2581their",
456 "are",
457 "\u2581his",
458 "per",
459 "ions",
460 "\u2581im",
461 "\u2581ag",
462 "\u2581J",
463 "\u2581no",
464 "\u2581en",
465 "\u2581got",
466 "ag",
467 "\u2581sp",
468 "ans",
469 "act",
470 "\u2581te",
471 "\u2581also",
472 "iz",
473 "ice",
474 "\u2581That",
475 "\u2581cl",
476 "\u2581been",
477 "\u2581way",
478 "\u2581fe",
479 "\u2581did",
480 "ple",
481 "ually",
482 "\u2581other",
483 "\u2581U",
484 "ite",
485 "age",
486 "omet",
487 "ber",
488 "reat",
489 "ree",
490 "\u2581into",
491 "own",
492 "\u2581tw",
493 "\u2581part",
494 "alk",
495 "\u2581where",
496 "\u2581need",
497 "\u2581every",
498 "pl",
499 "\u2581ad",
500 "ry",
501 "\u2581over",
502 "ble",
503 "ap",
504 "ue",
505 "\u2581kind",
506 "\u2581po",
507 "\u2581back",
508 "\u2581cont",
509 "iff",
510 "\u2581somet",
511 "\u2581pr",
512 "nder",
513 "ire",
514 "\u2581good",
515 "\u2581than",
516 "ace",
517 "\u2581gu",
518 "ep",
519 "og",
520 "ick",
521 "way",
522 "\u2581lot",
523 "\u2581un",
524 "\u2581things",
525 "\u2581In",
526 "ish",
527 "kay",
528 "\u2581well",
529 "\u2581could",
530 "\u2581pre",
531 "\u2581two",
532 "irst",
533 "\u2581diff",
534 "ach",
535 "cc",
536 "ittle",
537 "int",
538 "\u2581He",
539 "\u2581those",
540 "ence",
541 "ip",
542 "ase",
543 "\u2581him",
544 "\u2581make",
545 "\u2581little",
546 "ical",
547 "\u2581gr",
548 "\u2581year",
549 "ass",
550 "\u2581thr",
551 "uch",
552 "ated",
553 "\u2581This",
554 "\u2581off",
555 "\u2581res",
556 "ac",
557 "ance",
558 "\u2581actually",
559 "\u2581talk",
560 "ult",
561 "able",
562 "orm",
563 "\u2581dis",
564 "\u2581first",
565 "ations",
566 "\u2581something",
567 "\u2581she",
568 "sel",
569 "\u2581let",
570 "ord",
571 "\u2581may",
572 "ia",
573 "\u2581am",
574 "\u2581her",
575 "\u2581said",
576 "\u2581bo",
577 "be",
578 "ount",
579 "\u2581much",
580 "\u2581per",
581 "\u2581even",
582 "\u2581differe",
583 "vel",
584 "ary",
585 "\u2581app",
586 "ving",
587 "\u2581comm",
588 "\u2581imp",
589 "ys",
590 "\u2581again",
591 "ress",
592 "\u2581yeah",
593 "\u2581down",
594 "ang",
595 "\u2581mean",
596 "na",
597 "ens",
598 "\u2581does",
599 "\u2581fo",
600 "\u2581comp",
601 "\u2581ro",
602 "\u2581bl",
603 "ody",
604 "\u2581K",
605 "\u2581through",
606 "\u2581start",
607 "uct",
608 "\u2581only",
609 "\u2581bet",
610 "\u2581under",
611 "\u2581br",
612 "\u2581take",
613 "ning",
614 "\u2581bu",
615 "\u2581use",
616 "\u2581Ch",
617 "xt",
618 "co",
619 "ory",
620 "ild",
621 "\u2581put",
622 "\u2581call",
623 "\u2581new",
624 "other",
625 "ting",
626 "\u2581happ",
627 "ater",
628 "\u2581inc",
629 "ition",
630 "\u2581different",
631 "\u2581should",
632 "ade",
633 "ign",
634 "thing",
635 "\u2581day",
636 "fore",
637 "\u2581Yeah",
638 "ark",
639 "ile",
640 "ial",
641 "\u2581come",
642 "\u2581They",
643 "\u2581being",
644 "\u2581try",
645 "ious",
646 "\u2581sc",
647 "\u2581bit",
648 "\u2581spe",
649 "ub",
650 "fe",
651 "\u2581doing",
652 "\u2581St",
653 "vers",
654 "av",
655 "ty",
656 "ian",
657 "onna",
658 "red",
659 "wn",
660 "\u2581ke",
661 "form",
662 "ors",
663 "\u2581fl",
664 "fter",
665 "ail",
666 "ents",
667 "\u2581gonna",
668 "\u2581point",
669 "ces",
670 "\u2581There",
671 "self",
672 "\u2581many",
673 "\u2581If",
674 "\u2581same",
675 "\u2581sy",
676 "\u2581quest",
677 "\u2581most",
678 "\u2581great",
679 "\u2581What",
680 "\u2581fu",
681 "ug",
682 "\u2581show",
683 "we",
684 "ual",
685 "ons",
686 "\u2581Be",
687 "ically",
688 "\u2581ser",
689 "\u2581rem",
690 "\u2581ind",
691 "\u2581pers",
692 "\u2581V",
693 "he",
694 "\u2581str",
695 "ved",
696 "\u2581still",
697 "ank",
698 "\u2581rec",
699 "\u2581wr",
700 "ought",
701 "day",
702 "ath",
703 "\u2581end",
704 "\u2581bas",
705 "ft",
706 "erm",
707 "body",
708 "ph",
709 "ject",
710 "ict",
711 "\u2581play",
712 "\u2581Is",
713 "ates",
714 "\u2581ph",
715 "oth",
716 "\u2581acc",
717 "get",
718 "\u2581years",
719 "\u2581em",
720 "\u2581id",
721 "\u2581Oh",
722 "ves",
723 "ever",
724 "\u2581inter",
725 "\u2581rel",
726 "\u2581before",
727 "\u2581feel",
728 "igh",
729 "\u2581three",
730 "iss",
731 "\u2581des",
732 "ne",
733 "\u2581why",
734 "\u2581uh",
735 "\u2581To",
736 "\u2581cons",
737 "\u2581hel",
738 "\u2581after",
739 "ower",
740 "urn",
741 "\u2581okay",
742 "\u2581long",
743 "\u2581bel",
744 "\u2581around",
745 "ful",
746 "te",
747 "ise",
748 "\u2581ob",
749 "\u2581supp",
750 "ady",
751 "ange",
752 "aking",
753 "\u2581pos",
754 "atch",
755 "\u2581tra",
756 "gr",
757 "\u2581might",
758 "ert",
759 "\u2581help",
760 "ost",
761 "\u2581too",
762 "cial",
763 "\u2581world",
764 "\u2581give",
765 "ike",
766 "\u2581Okay",
767 "ways",
768 "\u2581min",
769 "ward",
770 "ily",
771 "\u2581gen",
772 "\u2581find",
773 "\u2581dec",
774 "ular",
775 "ob",
776 "\u2581tell",
777 "\u2581Now",
778 "\u2581sm",
779 "\u2581cour",
780 "\u2581real",
781 "cess",
782 "nds",
783 "\u2581big",
784 "\u2581num",
785 "ction",
786 "\u2581add",
787 "\u2581set",
788 "\u2581um",
789 "ood",
790 "ible",
791 "\u2581own",
792 "\u2581life",
793 "ities",
794 "\u2581its",
795 "\u2581God",
796 "pect",
797 "\u2581didn",
798 "stem",
799 "les",
800 "uc",
801 "ib",
802 "ating",
803 "olog",
804 "\u2581person",
805 "\u2581inv",
806 "ably",
807 "\u2581sure",
808 "\u2581reg",
809 "lic",
810 "\u2581stu",
811 "\u2581cr",
812 "\u2581ev",
813 "ments",
814 "\u2581another",
815 "\u2581la",
816 "\u2581last",
817 "\u2581sub",
818 "\u2581att",
819 "\u2581op",
820 "\u2581inst",
821 "\u2581sl",
822 "\u2581happen",
823 "\u2581rep",
824 "\u2581import",
825 "ific",
826 "ix",
827 "\u2581made",
828 "\u2581ear",
829 "\u2581ac",
830 "\u2581def",
831 "ute",
832 "\u2581next",
833 "ative",
834 "\u2581form",
835 "\u2581guys",
836 "\u2581system",
837 "ew",
838 "\u2581able",
839 "ied",
840 "\u2581always",
841 "ren",
842 "erest",
843 "\u2581As",
844 "\u2581mod",
845 "\u2581done",
846 "ings",
847 "\u2581love",
848 "ism",
849 "\u2581ask",
850 "old",
851 "ered",
852 "\u2581trans",
853 "\u2581count",
854 "ility",
855 "\u2581high",
856 "\u2581fin",
857 "\u2581prob",
858 "\u2581pol",
859 "\u2581exam",
860 "\u2581pres",
861 "\u2581maybe",
862 "ell",
863 "\u2581stud",
864 "\u2581prod",
865 "\u2581car",
866 "ock",
867 "\u2581used",
868 "oy",
869 "stand",
870 "\u2581No",
871 "\u2581mon",
872 "ks",
873 "\u2581interest",
874 "\u2581ent",
875 "ited",
876 "\u2581sort",
877 "\u2581For",
878 "\u2581today",
879 "ics",
880 "\u2581vide",
881 "\u2581bec",
882 "\u2581Well",
883 "\u2581Al",
884 "\u2581important",
885 "\u2581such",
886 "\u2581run",
887 "\u2581keep",
888 "\u2581fact",
889 "ata",
890 "ss",
891 "\u2581never",
892 "ween",
893 "\u2581stuff",
894 "ract",
895 "\u2581question",
896 "als",
897 "\u2581sim",
898 "vern",
899 "ather",
900 "\u2581course",
901 "\u2581Of",
902 "oc",
903 "ness",
904 "arch",
905 "ize",
906 "\u2581All",
907 "ense",
908 "blem",
909 "\u2581probably",
910 "hip",
911 "\u2581number",
912 "ention",
913 "\u2581saying",
914 "\u2581commun",
915 "\u2581An",
916 "akes",
917 "\u2581belie",
918 "\u2581between",
919 "\u2581better",
920 "cus",
921 "\u2581place",
922 "\u2581gener",
923 "\u2581ca",
924 "\u2581ins",
925 "\u2581ass",
926 "cond",
927 "cept",
928 "ull",
929 "\u2581understand",
930 "\u2581fun",
931 "\u2581thought",
932 "gan",
933 "iew",
934 "cy",
935 "ution",
936 "ope",
937 "ason",
938 "\u2581problem",
939 "\u2581doesn",
940 "ational",
941 "\u2581read",
942 "\u2581trying",
943 "\u2581sch",
944 "\u2581el",
945 "ah",
946 "atter",
947 "\u2581exper",
948 "\u2581four",
949 "\u2581ele",
950 "\u2581cou",
951 "ont",
952 "\u2581called",
953 "\u2581partic",
954 "\u2581open",
955 "\u2581gl",
956 "\u2581everything",
957 "\u2581eff",
958 "\u2581getting",
959 "\u2581ty",
960 "\u2581Am",
961 "\u2581Because",
962 "ave",
963 "\u2581met",
964 "\u2581Like",
965 "oney",
966 "\u2581",
967 "e",
968 "t",
969 "o",
970 "a",
971 "n",
972 "i",
973 "s",
974 "h",
975 "r",
976 "l",
977 "d",
978 "u",
979 "c",
980 "y",
981 "m",
982 "g",
983 "w",
984 "f",
985 "p",
986 ",",
987 "b",
988 ".",
989 "k",
990 "v",
991 "'",
992 "I",
993 "T",
994 "A",
995 "S",
996 "j",
997 "x",
998 "W",
999 "B",
1000 "C",
1001 "?",
1002 "0",
1003 "O",
1004 "-",
1005 "M",
1006 "H",
1007 "Y",
1008 "q",
1009 "1",
1010 "P",
1011 "z",
1012 "L",
1013 "D",
1014 "N",
1015 "G",
1016 "F",
1017 "R",
1018 "E",
1019 "2",
1020 "J",
1021 "U",
1022 ":",
1023 "5",
1024 "9",
1025 "3",
1026 "K",
1027 "4",
1028 "V",
1029 "8",
1030 "6",
1031 "7",
1032 "!",
1033 "%",
1034 "Q",
1035 "$",
1036 "Z",
1037 "X",
1038 "\u00e9",
1039 "/",
1040 "\u00ed",
1041 "\u00e1",
1042 "\u00a3",
1043 "\u00f3",
1044 "\u0101",
1045 "\u00fc",
1046 "\u00f1",
1047 "\u00f6",
1048 "\u00e8",
1049 "\u00e7",
1050 "\u00e0",
1051 "\u00bf",
1052 "\u03bc",
1053 "\u03c0",
1054 "\u00e4",
1055 "\u00fa",
1056 "\u03b8",
1057 "\u00e3",
1058 "\u03c6",
1059 "\u012b",
1060 "\u03c3",
1061 "\u00ea",
1062 "\u03c1",
1063 "\u00e2",
1064 "\u00f4",
1065 "^",
1066 "\u20ac",
1067 "\u00c9",
1068 "\u016b",
1069 "\u0394",
1070 "\u03bb",
1071 "\u03b1",
1072 "\u03c4",
1073 "\u00e6",
1074 "\u0430",
1075 "\u043e",
1076 "\u03bd",
1077 "\u00ee",
1078 "\u03b3",
1079 "\u03c8",
1080 "\u0113",
1081 "\u0442",
1082 "\u00df",
1083 "\u03c9",
1084 "\u00ef",
1085 "\u0107",
1086 "\u010d",
1087 "\u03b5",
1088 "\u0435",
1089 "\u0438",
1090 "\u00f2",
1091 "\u0440",
1092 "\u03b2",
1093 "\u00f8",
1094 "\u0142",
1095 "\u03b4",
1096 "\u03b7",
1097 "\u043f",
1098 "\u00eb",
1099 "\u043d",
1100 "\u0441",
1101 "\u0161",
1102 "\u00dc",
1103 "\u00e5",
1104 "\u0144",
1105 "\u015b",
1106 "\u044f",
1107 "\u0111",
1108 "\u043b",
1109 "\u043c",
1110 "\u00d6",
1111 "\u00fb",
1112 "\u0219",
1113 "\u0432",
1114 "\u00c1",
1115 "\u00d8",
1116 "\u00f9",
1117 "\u03bf",
1118 "\u0447",
1119 "\u044c",
1120 "\u017e",
1121 "\u03a6",
1122 "\u0443",
1123 "\u0119",
1124 "\u03b9",
1125 "\u0431",
1126 "\u0433",
1127 "\u043a",
1128 "\u0151",
1129 "\u015a",
1130 "\u03a9",
1131 "\u03ba",
1132 "\u03c5",
1133 "\u00ec",
1134 "\u010c",
1135 "\u03ad",
1136 "\u0445",
1137 "\u044b",
1138 "\u00c5",
1139 "\u00c7",
1140 "\u017c",
1141 "\u03af",
1142 "\u03b6",
1143 "\u03c7",
1144 "\u044d",
1145 "\u00c6",
1146 "\u00cd",
1147 "\u00f5",
1148 "\u011b",
1149 "\u0127",
1150 "\u0141",
1151 "\u0153",
1152 "\u017d",
1153 "\u021b",
1154 "\u0393",
1155 "\u041f",
1156 "\u0434",
1157 "\u0437",
1158 "\u0444",
1159 "\u00a1",
1160 "\u00c0",
1161 "\u00ce",
1162 "\u0100",
1163 "\u0117",
1164 "\u0160",
1165 "\u017a",
1166 "\u039a",
1167 "\u03a8",
1168 "\u03ac",
1169 "\u03be",
1170 "\u03cc"
1171 ]
1172 },
1173 "decoding": {
1174 "strategy": "greedy_batch",
1175 "model_type": "tdt",
1176 "durations": [
1177 0,
1178 1,
1179 2,
1180 3,
1181 4
1182 ],
1183 "greedy": {
1184 "max_symbols": 10
1185 },
1186 "beam": {
1187 "beam_size": 2,
1188 "return_best_hypothesis": false,
1189 "score_norm": true,
1190 "tsd_max_sym_exp": 50,
1191 "alsd_max_target_len": 2.0
1192 }
1193 },
1194 "aux_ctc": {
1195 "ctc_loss_weight": 0.3,
1196 "use_cer": false,
1197 "ctc_reduction": "mean_batch",
1198 "decoder": {
1199 "_target_": "nemo.collections.asr.modules.ConvASRDecoder",
1200 "feat_in": null,
1201 "num_classes": -1,
1202 "vocabulary": []
1203 },
1204 "decoding": {
1205 "strategy": "greedy"
1206 }
1207 },
1208 "interctc": {
1209 "loss_weights": [],
1210 "apply_at_layers": []
1211 },
1212 "loss": {
1213 "loss_name": "tdt",
1214 "tdt_kwargs": {
1215 "fastemit_lambda": 0.0,
1216 "clamp": -1.0,
1217 "durations": [
1218 0,
1219 1,
1220 2,
1221 3,
1222 4
1223 ],
1224 "sigma": 0.02,
1225 "omega": 0.1
1226 }
1227 },
1228 "optim": {
1229 "name": "adamw",
1230 "lr": 0.0001,
1231 "betas": [
1232 0.9,
1233 0.98
1234 ],
1235 "weight_decay": 0.001,
1236 "sched": {
1237 "name": "CosineAnnealing",
1238 "warmup_steps": 0,
1239 "warmup_ratio": null,
1240 "min_lr": 1e-06
1241 }
1242 },
1243 "labels": [
1244 "<unk>",
1245 "\u2581t",
1246 "\u2581th",
1247 "\u2581a",
1248 "in",
1249 "\u2581the",
1250 "re",
1251 "\u2581w",
1252 "\u2581o",
1253 "\u2581s",
1254 "at",
1255 "ou",
1256 "er",
1257 "nd",
1258 "\u2581i",
1259 "\u2581b",
1260 "\u2581c",
1261 "on",
1262 "\u2581h",
1263 "ing",
1264 "\u2581to",
1265 "\u2581m",
1266 "en",
1267 "\u2581f",
1268 "\u2581p",
1269 "an",
1270 "\u2581d",
1271 "es",
1272 "or",
1273 "ll",
1274 "\u2581of",
1275 "\u2581and",
1276 "\u2581y",
1277 "\u2581l",
1278 "\u2581I",
1279 "it",
1280 "\u2581in",
1281 "is",
1282 "ed",
1283 "\u2581g",
1284 "\u2581you",
1285 "ar",
1286 "\u2581that",
1287 "om",
1288 "as",
1289 "\u2581n",
1290 "ve",
1291 "us",
1292 "ic",
1293 "ow",
1294 "al",
1295 "\u2581it",
1296 "\u2581be",
1297 "\u2581wh",
1298 "le",
1299 "ion",
1300 "ut",
1301 "ot",
1302 "\u2581we",
1303 "\u2581is",
1304 "\u2581e",
1305 "et",
1306 "ay",
1307 "\u2581re",
1308 "\u2581on",
1309 "\u2581T",
1310 "\u2581A",
1311 "\u2581ha",
1312 "ent",
1313 "ke",
1314 "ct",
1315 "\u2581S",
1316 "ig",
1317 "ver",
1318 "\u2581Th",
1319 "all",
1320 "id",
1321 "\u2581for",
1322 "ro",
1323 "\u2581he",
1324 "se",
1325 "\u2581this",
1326 "ld",
1327 "ly",
1328 "\u2581go",
1329 "\u2581k",
1330 "\u2581st",
1331 "st",
1332 "ch",
1333 "\u2581li",
1334 "\u2581u",
1335 "am",
1336 "ur",
1337 "ce",
1338 "ith",
1339 "im",
1340 "\u2581so",
1341 "\u2581have",
1342 "\u2581do",
1343 "ht",
1344 "th",
1345 "\u2581an",
1346 "\u2581with",
1347 "ad",
1348 "\u2581r",
1349 "ir",
1350 "\u2581was",
1351 "\u2581as",
1352 "\u2581W",
1353 "\u2581are",
1354 "ust",
1355 "ally",
1356 "\u2581j",
1357 "\u2581se",
1358 "ation",
1359 "od",
1360 "ere",
1361 "\u2581like",
1362 "\u2581not",
1363 "\u2581kn",
1364 "ight",
1365 "\u2581B",
1366 "\u2581they",
1367 "\u2581And",
1368 "\u2581know",
1369 "ome",
1370 "op",
1371 "\u2581can",
1372 "\u2581or",
1373 "\u2581sh",
1374 "\u2581me",
1375 "ill",
1376 "ant",
1377 "ck",
1378 "\u2581what",
1379 "\u2581at",
1380 "\u2581ab",
1381 "ould",
1382 "ol",
1383 "\u2581So",
1384 "\u2581C",
1385 "use",
1386 "ter",
1387 "il",
1388 "\u2581but",
1389 "\u2581just",
1390 "\u2581ne",
1391 "\u2581de",
1392 "ra",
1393 "ore",
1394 "\u2581there",
1395 "ul",
1396 "out",
1397 "\u2581con",
1398 "\u2581all",
1399 "\u2581The",
1400 "ers",
1401 "\u2581H",
1402 "\u2581fr",
1403 "\u2581pro",
1404 "ge",
1405 "ea",
1406 "\u2581Y",
1407 "\u2581O",
1408 "\u2581M",
1409 "pp",
1410 "\u2581com",
1411 "ess",
1412 "\u2581ch",
1413 "\u2581al",
1414 "est",
1415 "ate",
1416 "qu",
1417 "\u2581lo",
1418 "\u2581ex",
1419 "very",
1420 "\u2581su",
1421 "ain",
1422 "\u2581one",
1423 "ca",
1424 "art",
1425 "ist",
1426 "if",
1427 "ive",
1428 "\u2581if",
1429 "ink",
1430 "nt",
1431 "ab",
1432 "\u2581about",
1433 "\u2581going",
1434 "\u2581v",
1435 "\u2581wor",
1436 "um",
1437 "ok",
1438 "\u2581your",
1439 "\u2581my",
1440 "ind",
1441 "\u2581get",
1442 "cause",
1443 "\u2581from",
1444 "\u2581don",
1445 "ri",
1446 "pe",
1447 "un",
1448 "ity",
1449 "\u2581up",
1450 "\u2581P",
1451 "\u2581out",
1452 "ort",
1453 "\u2581L",
1454 "ment",
1455 "el",
1456 "\u2581N",
1457 "\u2581some",
1458 "ich",
1459 "and",
1460 "\u2581think",
1461 "em",
1462 "oug",
1463 "\u2581G",
1464 "os",
1465 "\u2581D",
1466 "res",
1467 "\u2581because",
1468 "\u2581by",
1469 "ake",
1470 "\u2581int",
1471 "ie",
1472 "\u2581us",
1473 "\u2581tr",
1474 "\u2581then",
1475 "ack",
1476 "\u2581pl",
1477 "\u2581here",
1478 "\u2581pe",
1479 "her",
1480 "\u2581will",
1481 "\u2581F",
1482 "\u2581which",
1483 "ard",
1484 "\u2581right",
1485 "\u2581thing",
1486 "\u2581want",
1487 "ies",
1488 "ople",
1489 "\u2581It",
1490 "\u2581them",
1491 "ame",
1492 "\u2581We",
1493 "our",
1494 "\u2581say",
1495 "\u2581R",
1496 "\u2581people",
1497 "\u2581see",
1498 "\u2581who",
1499 "ast",
1500 "ure",
1501 "ect",
1502 "ear",
1503 "\u2581tim",
1504 "\u2581E",
1505 "\u2581You",
1506 "\u2581would",
1507 "\u2581when",
1508 "ven",
1509 "\u2581our",
1510 "ci",
1511 "\u2581really",
1512 "\u2581more",
1513 "ound",
1514 "ose",
1515 "ak",
1516 "\u2581co",
1517 "ide",
1518 "ough",
1519 "\u2581had",
1520 "so",
1521 "\u2581qu",
1522 "eah",
1523 "\u2581were",
1524 "ine",
1525 "\u2581act",
1526 "ther",
1527 "\u2581these",
1528 "\u2581how",
1529 "\u2581now",
1530 "\u2581sa",
1531 "ud",
1532 "\u2581Wh",
1533 "\u2581man",
1534 "ous",
1535 "one",
1536 "pt",
1537 "ff",
1538 "ong",
1539 "\u2581has",
1540 "\u2581any",
1541 "\u2581very",
1542 "\u2581But",
1543 "\u2581look",
1544 "iv",
1545 "itt",
1546 "\u2581time",
1547 "\u2581mo",
1548 "\u2581ar",
1549 "hing",
1550 "\u2581le",
1551 "\u2581work",
1552 "\u2581their",
1553 "are",
1554 "\u2581his",
1555 "per",
1556 "ions",
1557 "\u2581im",
1558 "\u2581ag",
1559 "\u2581J",
1560 "\u2581no",
1561 "\u2581en",
1562 "\u2581got",
1563 "ag",
1564 "\u2581sp",
1565 "ans",
1566 "act",
1567 "\u2581te",
1568 "\u2581also",
1569 "iz",
1570 "ice",
1571 "\u2581That",
1572 "\u2581cl",
1573 "\u2581been",
1574 "\u2581way",
1575 "\u2581fe",
1576 "\u2581did",
1577 "ple",
1578 "ually",
1579 "\u2581other",
1580 "\u2581U",
1581 "ite",
1582 "age",
1583 "omet",
1584 "ber",
1585 "reat",
1586 "ree",
1587 "\u2581into",
1588 "own",
1589 "\u2581tw",
1590 "\u2581part",
1591 "alk",
1592 "\u2581where",
1593 "\u2581need",
1594 "\u2581every",
1595 "pl",
1596 "\u2581ad",
1597 "ry",
1598 "\u2581over",
1599 "ble",
1600 "ap",
1601 "ue",
1602 "\u2581kind",
1603 "\u2581po",
1604 "\u2581back",
1605 "\u2581cont",
1606 "iff",
1607 "\u2581somet",
1608 "\u2581pr",
1609 "nder",
1610 "ire",
1611 "\u2581good",
1612 "\u2581than",
1613 "ace",
1614 "\u2581gu",
1615 "ep",
1616 "og",
1617 "ick",
1618 "way",
1619 "\u2581lot",
1620 "\u2581un",
1621 "\u2581things",
1622 "\u2581In",
1623 "ish",
1624 "kay",
1625 "\u2581well",
1626 "\u2581could",
1627 "\u2581pre",
1628 "\u2581two",
1629 "irst",
1630 "\u2581diff",
1631 "ach",
1632 "cc",
1633 "ittle",
1634 "int",
1635 "\u2581He",
1636 "\u2581those",
1637 "ence",
1638 "ip",
1639 "ase",
1640 "\u2581him",
1641 "\u2581make",
1642 "\u2581little",
1643 "ical",
1644 "\u2581gr",
1645 "\u2581year",
1646 "ass",
1647 "\u2581thr",
1648 "uch",
1649 "ated",
1650 "\u2581This",
1651 "\u2581off",
1652 "\u2581res",
1653 "ac",
1654 "ance",
1655 "\u2581actually",
1656 "\u2581talk",
1657 "ult",
1658 "able",
1659 "orm",
1660 "\u2581dis",
1661 "\u2581first",
1662 "ations",
1663 "\u2581something",
1664 "\u2581she",
1665 "sel",
1666 "\u2581let",
1667 "ord",
1668 "\u2581may",
1669 "ia",
1670 "\u2581am",
1671 "\u2581her",
1672 "\u2581said",
1673 "\u2581bo",
1674 "be",
1675 "ount",
1676 "\u2581much",
1677 "\u2581per",
1678 "\u2581even",
1679 "\u2581differe",
1680 "vel",
1681 "ary",
1682 "\u2581app",
1683 "ving",
1684 "\u2581comm",
1685 "\u2581imp",
1686 "ys",
1687 "\u2581again",
1688 "ress",
1689 "\u2581yeah",
1690 "\u2581down",
1691 "ang",
1692 "\u2581mean",
1693 "na",
1694 "ens",
1695 "\u2581does",
1696 "\u2581fo",
1697 "\u2581comp",
1698 "\u2581ro",
1699 "\u2581bl",
1700 "ody",
1701 "\u2581K",
1702 "\u2581through",
1703 "\u2581start",
1704 "uct",
1705 "\u2581only",
1706 "\u2581bet",
1707 "\u2581under",
1708 "\u2581br",
1709 "\u2581take",
1710 "ning",
1711 "\u2581bu",
1712 "\u2581use",
1713 "\u2581Ch",
1714 "xt",
1715 "co",
1716 "ory",
1717 "ild",
1718 "\u2581put",
1719 "\u2581call",
1720 "\u2581new",
1721 "other",
1722 "ting",
1723 "\u2581happ",
1724 "ater",
1725 "\u2581inc",
1726 "ition",
1727 "\u2581different",
1728 "\u2581should",
1729 "ade",
1730 "ign",
1731 "thing",
1732 "\u2581day",
1733 "fore",
1734 "\u2581Yeah",
1735 "ark",
1736 "ile",
1737 "ial",
1738 "\u2581come",
1739 "\u2581They",
1740 "\u2581being",
1741 "\u2581try",
1742 "ious",
1743 "\u2581sc",
1744 "\u2581bit",
1745 "\u2581spe",
1746 "ub",
1747 "fe",
1748 "\u2581doing",
1749 "\u2581St",
1750 "vers",
1751 "av",
1752 "ty",
1753 "ian",
1754 "onna",
1755 "red",
1756 "wn",
1757 "\u2581ke",
1758 "form",
1759 "ors",
1760 "\u2581fl",
1761 "fter",
1762 "ail",
1763 "ents",
1764 "\u2581gonna",
1765 "\u2581point",
1766 "ces",
1767 "\u2581There",
1768 "self",
1769 "\u2581many",
1770 "\u2581If",
1771 "\u2581same",
1772 "\u2581sy",
1773 "\u2581quest",
1774 "\u2581most",
1775 "\u2581great",
1776 "\u2581What",
1777 "\u2581fu",
1778 "ug",
1779 "\u2581show",
1780 "we",
1781 "ual",
1782 "ons",
1783 "\u2581Be",
1784 "ically",
1785 "\u2581ser",
1786 "\u2581rem",
1787 "\u2581ind",
1788 "\u2581pers",
1789 "\u2581V",
1790 "he",
1791 "\u2581str",
1792 "ved",
1793 "\u2581still",
1794 "ank",
1795 "\u2581rec",
1796 "\u2581wr",
1797 "ought",
1798 "day",
1799 "ath",
1800 "\u2581end",
1801 "\u2581bas",
1802 "ft",
1803 "erm",
1804 "body",
1805 "ph",
1806 "ject",
1807 "ict",
1808 "\u2581play",
1809 "\u2581Is",
1810 "ates",
1811 "\u2581ph",
1812 "oth",
1813 "\u2581acc",
1814 "get",
1815 "\u2581years",
1816 "\u2581em",
1817 "\u2581id",
1818 "\u2581Oh",
1819 "ves",
1820 "ever",
1821 "\u2581inter",
1822 "\u2581rel",
1823 "\u2581before",
1824 "\u2581feel",
1825 "igh",
1826 "\u2581three",
1827 "iss",
1828 "\u2581des",
1829 "ne",
1830 "\u2581why",
1831 "\u2581uh",
1832 "\u2581To",
1833 "\u2581cons",
1834 "\u2581hel",
1835 "\u2581after",
1836 "ower",
1837 "urn",
1838 "\u2581okay",
1839 "\u2581long",
1840 "\u2581bel",
1841 "\u2581around",
1842 "ful",
1843 "te",
1844 "ise",
1845 "\u2581ob",
1846 "\u2581supp",
1847 "ady",
1848 "ange",
1849 "aking",
1850 "\u2581pos",
1851 "atch",
1852 "\u2581tra",
1853 "gr",
1854 "\u2581might",
1855 "ert",
1856 "\u2581help",
1857 "ost",
1858 "\u2581too",
1859 "cial",
1860 "\u2581world",
1861 "\u2581give",
1862 "ike",
1863 "\u2581Okay",
1864 "ways",
1865 "\u2581min",
1866 "ward",
1867 "ily",
1868 "\u2581gen",
1869 "\u2581find",
1870 "\u2581dec",
1871 "ular",
1872 "ob",
1873 "\u2581tell",
1874 "\u2581Now",
1875 "\u2581sm",
1876 "\u2581cour",
1877 "\u2581real",
1878 "cess",
1879 "nds",
1880 "\u2581big",
1881 "\u2581num",
1882 "ction",
1883 "\u2581add",
1884 "\u2581set",
1885 "\u2581um",
1886 "ood",
1887 "ible",
1888 "\u2581own",
1889 "\u2581life",
1890 "ities",
1891 "\u2581its",
1892 "\u2581God",
1893 "pect",
1894 "\u2581didn",
1895 "stem",
1896 "les",
1897 "uc",
1898 "ib",
1899 "ating",
1900 "olog",
1901 "\u2581person",
1902 "\u2581inv",
1903 "ably",
1904 "\u2581sure",
1905 "\u2581reg",
1906 "lic",
1907 "\u2581stu",
1908 "\u2581cr",
1909 "\u2581ev",
1910 "ments",
1911 "\u2581another",
1912 "\u2581la",
1913 "\u2581last",
1914 "\u2581sub",
1915 "\u2581att",
1916 "\u2581op",
1917 "\u2581inst",
1918 "\u2581sl",
1919 "\u2581happen",
1920 "\u2581rep",
1921 "\u2581import",
1922 "ific",
1923 "ix",
1924 "\u2581made",
1925 "\u2581ear",
1926 "\u2581ac",
1927 "\u2581def",
1928 "ute",
1929 "\u2581next",
1930 "ative",
1931 "\u2581form",
1932 "\u2581guys",
1933 "\u2581system",
1934 "ew",
1935 "\u2581able",
1936 "ied",
1937 "\u2581always",
1938 "ren",
1939 "erest",
1940 "\u2581As",
1941 "\u2581mod",
1942 "\u2581done",
1943 "ings",
1944 "\u2581love",
1945 "ism",
1946 "\u2581ask",
1947 "old",
1948 "ered",
1949 "\u2581trans",
1950 "\u2581count",
1951 "ility",
1952 "\u2581high",
1953 "\u2581fin",
1954 "\u2581prob",
1955 "\u2581pol",
1956 "\u2581exam",
1957 "\u2581pres",
1958 "\u2581maybe",
1959 "ell",
1960 "\u2581stud",
1961 "\u2581prod",
1962 "\u2581car",
1963 "ock",
1964 "\u2581used",
1965 "oy",
1966 "stand",
1967 "\u2581No",
1968 "\u2581mon",
1969 "ks",
1970 "\u2581interest",
1971 "\u2581ent",
1972 "ited",
1973 "\u2581sort",
1974 "\u2581For",
1975 "\u2581today",
1976 "ics",
1977 "\u2581vide",
1978 "\u2581bec",
1979 "\u2581Well",
1980 "\u2581Al",
1981 "\u2581important",
1982 "\u2581such",
1983 "\u2581run",
1984 "\u2581keep",
1985 "\u2581fact",
1986 "ata",
1987 "ss",
1988 "\u2581never",
1989 "ween",
1990 "\u2581stuff",
1991 "ract",
1992 "\u2581question",
1993 "als",
1994 "\u2581sim",
1995 "vern",
1996 "ather",
1997 "\u2581course",
1998 "\u2581Of",
1999 "oc",
2000 "ness",
2001 "arch",
2002 "ize",
2003 "\u2581All",
2004 "ense",
2005 "blem",
2006 "\u2581probably",
2007 "hip",
2008 "\u2581number",
2009 "ention",
2010 "\u2581saying",
2011 "\u2581commun",
2012 "\u2581An",
2013 "akes",
2014 "\u2581belie",
2015 "\u2581between",
2016 "\u2581better",
2017 "cus",
2018 "\u2581place",
2019 "\u2581gener",
2020 "\u2581ca",
2021 "\u2581ins",
2022 "\u2581ass",
2023 "cond",
2024 "cept",
2025 "ull",
2026 "\u2581understand",
2027 "\u2581fun",
2028 "\u2581thought",
2029 "gan",
2030 "iew",
2031 "cy",
2032 "ution",
2033 "ope",
2034 "ason",
2035 "\u2581problem",
2036 "\u2581doesn",
2037 "ational",
2038 "\u2581read",
2039 "\u2581trying",
2040 "\u2581sch",
2041 "\u2581el",
2042 "ah",
2043 "atter",
2044 "\u2581exper",
2045 "\u2581four",
2046 "\u2581ele",
2047 "\u2581cou",
2048 "ont",
2049 "\u2581called",
2050 "\u2581partic",
2051 "\u2581open",
2052 "\u2581gl",
2053 "\u2581everything",
2054 "\u2581eff",
2055 "\u2581getting",
2056 "\u2581ty",
2057 "\u2581Am",
2058 "\u2581Because",
2059 "ave",
2060 "\u2581met",
2061 "\u2581Like",
2062 "oney",
2063 "\u2581",
2064 "e",
2065 "t",
2066 "o",
2067 "a",
2068 "n",
2069 "i",
2070 "s",
2071 "h",
2072 "r",
2073 "l",
2074 "d",
2075 "u",
2076 "c",
2077 "y",
2078 "m",
2079 "g",
2080 "w",
2081 "f",
2082 "p",
2083 ",",
2084 "b",
2085 ".",
2086 "k",
2087 "v",
2088 "'",
2089 "I",
2090 "T",
2091 "A",
2092 "S",
2093 "j",
2094 "x",
2095 "W",
2096 "B",
2097 "C",
2098 "?",
2099 "0",
2100 "O",
2101 "-",
2102 "M",
2103 "H",
2104 "Y",
2105 "q",
2106 "1",
2107 "P",
2108 "z",
2109 "L",
2110 "D",
2111 "N",
2112 "G",
2113 "F",
2114 "R",
2115 "E",
2116 "2",
2117 "J",
2118 "U",
2119 ":",
2120 "5",
2121 "9",
2122 "3",
2123 "K",
2124 "4",
2125 "V",
2126 "8",
2127 "6",
2128 "7",
2129 "!",
2130 "%",
2131 "Q",
2132 "$",
2133 "Z",
2134 "X",
2135 "\u00e9",
2136 "/",
2137 "\u00ed",
2138 "\u00e1",
2139 "\u00a3",
2140 "\u00f3",
2141 "\u0101",
2142 "\u00fc",
2143 "\u00f1",
2144 "\u00f6",
2145 "\u00e8",
2146 "\u00e7",
2147 "\u00e0",
2148 "\u00bf",
2149 "\u03bc",
2150 "\u03c0",
2151 "\u00e4",
2152 "\u00fa",
2153 "\u03b8",
2154 "\u00e3",
2155 "\u03c6",
2156 "\u012b",
2157 "\u03c3",
2158 "\u00ea",
2159 "\u03c1",
2160 "\u00e2",
2161 "\u00f4",
2162 "^",
2163 "\u20ac",
2164 "\u00c9",
2165 "\u016b",
2166 "\u0394",
2167 "\u03bb",
2168 "\u03b1",
2169 "\u03c4",
2170 "\u00e6",
2171 "\u0430",
2172 "\u043e",
2173 "\u03bd",
2174 "\u00ee",
2175 "\u03b3",
2176 "\u03c8",
2177 "\u0113",
2178 "\u0442",
2179 "\u00df",
2180 "\u03c9",
2181 "\u00ef",
2182 "\u0107",
2183 "\u010d",
2184 "\u03b5",
2185 "\u0435",
2186 "\u0438",
2187 "\u00f2",
2188 "\u0440",
2189 "\u03b2",
2190 "\u00f8",
2191 "\u0142",
2192 "\u03b4",
2193 "\u03b7",
2194 "\u043f",
2195 "\u00eb",
2196 "\u043d",
2197 "\u0441",
2198 "\u0161",
2199 "\u00dc",
2200 "\u00e5",
2201 "\u0144",
2202 "\u015b",
2203 "\u044f",
2204 "\u0111",
2205 "\u043b",
2206 "\u043c",
2207 "\u00d6",
2208 "\u00fb",
2209 "\u0219",
2210 "\u0432",
2211 "\u00c1",
2212 "\u00d8",
2213 "\u00f9",
2214 "\u03bf",
2215 "\u0447",
2216 "\u044c",
2217 "\u017e",
2218 "\u03a6",
2219 "\u0443",
2220 "\u0119",
2221 "\u03b9",
2222 "\u0431",
2223 "\u0433",
2224 "\u043a",
2225 "\u0151",
2226 "\u015a",
2227 "\u03a9",
2228 "\u03ba",
2229 "\u03c5",
2230 "\u00ec",
2231 "\u010c",
2232 "\u03ad",
2233 "\u0445",
2234 "\u044b",
2235 "\u00c5",
2236 "\u00c7",
2237 "\u017c",
2238 "\u03af",
2239 "\u03b6",
2240 "\u03c7",
2241 "\u044d",
2242 "\u00c6",
2243 "\u00cd",
2244 "\u00f5",
2245 "\u011b",
2246 "\u0127",
2247 "\u0141",
2248 "\u0153",
2249 "\u017d",
2250 "\u021b",
2251 "\u0393",
2252 "\u041f",
2253 "\u0434",
2254 "\u0437",
2255 "\u0444",
2256 "\u00a1",
2257 "\u00c0",
2258 "\u00ce",
2259 "\u0100",
2260 "\u0117",
2261 "\u0160",
2262 "\u017a",
2263 "\u039a",
2264 "\u03a8",
2265 "\u03ac",
2266 "\u03be",
2267 "\u03cc"
2268 ],
2269 "target": "nemo.collections.asr.models.rnnt_bpe_models.EncDecRNNTBPEModel",
2270 "nemo_version": "2.4.0rc0"
2271 }