Lhotse support for transcribe_speech_parallel
[🤖]: Hi @nune-tadevosyan 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11777039782) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g <!-- pylint-output-strict-mode-false -->

beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.

---

Your code was analyzed with PyLint. The following annotations have been identified:

```
************* Module transcribe_speech_parallel
examples/asr/transcribe_speech_parallel.py:25:0: C0301: Line too long (161/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:53:0: C0301: Line too long (121/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:102:0: C0301: Line too long (142/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:156:0: C0301: Line too long (126/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:229:0: C0301: Line too long (128/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:95:0: C0115: Missing class docstring (missing-class-docstring)
examples/asr/transcribe_speech_parallel.py:118:0: C0116: Missing function or method docstring (missing-function-docstring)
examples/asr/transcribe_speech_parallel.py:147:0: C0116: Missing function or method docstring (missing-function-docstring)
examples/asr/transcribe_speech_parallel.py:88:0: W0611: Unused GreedyBatchedRNNTInferConfig imported from nemo.collections.asr.parts.submodules.rnnt_greedy_decoding (unused-import)
************* Module nemo.collections.asr.data.audio_to_text_dataset
nemo/collections/asr/data/audio_to_text_dataset.py:252:0: C0301: Line too long (148/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:339:0: C0301: Line too long (175/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:433:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:505:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:556:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:910:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:922:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:930:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:944:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:956:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:982:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_dataset.py:405:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/data/audio_to_text_dataset.py:845:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/data/audio_to_text_dataset.py:852:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/data/audio_to_text_dataset.py:894:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/data/audio_to_text_dataset.py:899:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/data/audio_to_text_dataset.py:917:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/data/audio_to_text_dataset.py:948:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.data.audio_to_text_lhotse
nemo/collections/asr/data/audio_to_text_lhotse.py:37:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.models.configs.asr_models_config
nemo/collections/asr/models/configs/asr_models_config.py:122:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/asr/models/configs/asr_models_config.py:125:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/asr/models/configs/asr_models_config.py:136:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/asr/models/configs/asr_models_config.py:31:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/models/configs/asr_models_config.py:82:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/models/configs/asr_models_config.py:115:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/models/configs/asr_models_config.py:120:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.asr.models.ctc_bpe_models
nemo/collections/asr/models/ctc_bpe_models.py:371:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:372:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:378:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:379:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:385:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:386:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:392:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:393:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:399:0: C0301: Line too long (150/119) (line-too-long)
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nemo/collections/asr/models/ctc_bpe_models.py:661:0: C0301: Line too long (151/119) (line-too-long)
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nemo/collections/asr/models/ctc_bpe_models.py:668:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:669:0: C0301: Line too long (165/119) (line-too-long)
************* Module nemo.collections.asr.models.ctc_models
nemo/collections/asr/models/ctc_models.py:196:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:197:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:818:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:824:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:825:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:831:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:832:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:838:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:839:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:845:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:846:0: C0301: Line too long (143/119) (line-too-long)
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nemo/collections/asr/models/ctc_models.py:549:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:606:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:625:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:667:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:685:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:921:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.models.hybrid_rnnt_ctc_bpe_models
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nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:572:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:573:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:579:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:580:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:586:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:587:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:593:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:594:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:600:0: C0301: Line too long (175/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:601:0: C0301: Line too long (211/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:607:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:608:0: C0301: Line too long (193/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:614:0: C0301: Line too long (168/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:615:0: C0301: Line too long (197/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:621:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:622:0: C0301: Line too long (199/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:628:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:629:0: C0301: Line too long (201/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:635:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:636:0: C0301: Line too long (199/119) (line-too-long)
************* Module nemo.collections.asr.models.hybrid_rnnt_ctc_models
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:717:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:718:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:16:0: W0611: Unused import json (unused-import)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:17:0: W0611: Unused import os (unused-import)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:18:0: W0611: Unused import tempfile (unused-import)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:24:0: W0611: Unused tqdm imported from tqdm.auto (unused-import)
************* Module nemo.collections.asr.models.rnnt_bpe_models
nemo/collections/asr/models/rnnt_bpe_models.py:53:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:54:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:60:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:61:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:67:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:68:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:74:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:75:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:81:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:82:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:88:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:89:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:95:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:96:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:102:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:103:0: C0301: Line too long (168/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:109:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:110:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:116:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:117:0: C0301: Line too long (172/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:123:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:124:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:130:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:131:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:137:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:138:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:144:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:145:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:151:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:152:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:158:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:159:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:165:0: C0301: Line too long (164/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:166:0: C0301: Line too long (164/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:172:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:173:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:179:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:180:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:186:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:187:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:193:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:194:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:200:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:201:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:207:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:208:0: C0301: Line too long (184/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:214:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:215:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:221:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:222:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:228:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:229:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:235:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:236:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:242:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:243:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:249:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:250:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:256:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:257:0: C0301: Line too long (174/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:263:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:264:0: C0301: Line too long (180/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:270:0: C0301: Line too long (158/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:271:0: C0301: Line too long (177/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:277:0: C0301: Line too long (159/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:278:0: C0301: Line too long (179/119) (line-too-long)
************* Module nemo.collections.asr.models.rnnt_models
nemo/collections/asr/models/rnnt_models.py:1089:0: C0301: Line too long (164/119) (line-too-long)
nemo/collections/asr/models/rnnt_models.py:1090:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/rnnt_models.py:230:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:709:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:807:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:825:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:893:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:901:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:1066:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:1097:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.models.transformer_bpe_models
nemo/collections/asr/models/transformer_bpe_models.py:198:0: C0301: Line too long (240/119) (line-too-long)
nemo/collections/asr/models/transformer_bpe_models.py:202:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/asr/models/transformer_bpe_models.py:64:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/transformer_bpe_models.py:424:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/transformer_bpe_models.py:444:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/transformer_bpe_models.py:455:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/transformer_bpe_models.py:490:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/transformer_bpe_models.py:16:0: W0611: Unused import json (unused-import)
nemo/collections/asr/models/transformer_bpe_models.py:18:0: W0611: Unused import tempfile (unused-import)
nemo/collections/asr/models/transformer_bpe_models.py:29:0: W0611: Unused tqdm imported from tqdm.auto (unused-import)
************* Module nemo.collections.common.data.lhotse.dataloader
nemo/collections/common/data/lhotse/dataloader.py:110:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:126:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:134:0: C0301: Line too long (148/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:228:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:229:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:230:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:571:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:711:0: C0301: Line too long (213/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:718:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:166:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:420:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:471:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/dataloader.py:498:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:504:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:507:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:510:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:513:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:522:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/dataloader.py:524:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:527:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:533:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:561:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/dataloader.py:576:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:583:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:598:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 8.93/10
```

---

Thank you for improving NeMo's documentation! [🤖]: Hi @nune-tadevosyan 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11979436296) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g
# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.
Lhotse support for transcribe_speech_parallel

**Collection**: [Note which collection this PR will affect]
ASR
# Changelog 
- Add specific line by line info of high level changes in this PR.

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
```

# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.


## Who can review?

Anyone in the community is free to review the PR once the checks have passed. 
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.

# Additional Information
* Related to # (issue)
