Second version of the IPL
State: closed | Pull request: yes
Labels: name: stale

name: ASR

# Add iterative pseudo-labeling for any ASR NeMo model

**Collection**: ASR

# Usage
* You can potentially add a usage example below

```python
examples/asr/run_ipl.py config_path='./', config_name='run_ipl'
```


**PR Type**:
- [V ] New Feature
- [ ] Bugfix
- [ ] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.


## Who can review?


<!-- 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 nemo.collections.asr.models.hybrid_rnnt_ctc_bpe_models
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:274:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:278:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:288:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:537:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:538:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:544:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:545:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:551:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:552:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:558:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:559:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:565:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:566:0: C0301: Line too long (190/119) (line-too-long)
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 (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:601:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:607:0: C0301: Line too long (175/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:608:0: C0301: Line too long (211/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:614:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:615:0: C0301: Line too long (193/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:621:0: C0301: Line too long (168/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:622:0: C0301: Line too long (197/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:628:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:629:0: C0301: Line too long (199/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:635:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:636:0: C0301: Line too long (201/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:642:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:643:0: C0301: Line too long (199/119) (line-too-long)

-----------------------------------
Your code has been rated at 8.60/10
```

---

Thank you for improving NeMo's documentation!

<!-- pylint-output-strict-mode-true -->

beep boop 🤖: 🚨 The following files must be fixed before merge!

---

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

```
************* Module run_ipl
examples/asr/run_ipl.py:89:0: C0301: Line too long (129/119) (line-too-long)
examples/asr/run_ipl.py:98:0: C0116: Missing function or method docstring (missing-function-docstring)
examples/asr/run_ipl.py:173:0: C0116: Missing function or method docstring (missing-function-docstring)
examples/asr/run_ipl.py:6:0: W0611: Unused Any imported from typing (unused-import)
examples/asr/run_ipl.py:6:0: W0611: Unused Dict imported from typing (unused-import)
examples/asr/run_ipl.py:15:0: W0611: Unused logging imported from nemo.utils (unused-import)

-----------------------------------
Your code has been rated at 9.77/10
```

---

Thank you for improving NeMo's documentation!

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