adding canary docs #11176
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adding canary docs #11176
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Signed-off-by: Krishna Puvvada <[email protected]>
nithinraok
requested changes
Nov 6, 2024
| @@ -1120,3 +1120,160 @@ Depending on the type of model, there may be extra steps that must be performed | |||
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| * CTC Models - `Examples directory for CTC Models <https://github.com/NVIDIA/NeMo/blob/stable/examples/asr/asr_ctc/README.md>`_ | |||
| * RNN Transducer Models - `Examples directory for Transducer Models <https://github.com/NVIDIA/NeMo/blob/stable/examples/asr/asr_transducer/README.md>`_ | |||
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| Multi-task AED Models | |||
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Is the following information present in the docs:
- What is Canary model
- How to load a canary model and transcribe?
- How to finetune a Canary model to adapt to new languages
- Same languages but new data -> tokenizer update
- Recommended hyper parameters for finetuning
titu1994
reviewed
Nov 7, 2024
| max_duration: 40 | ||
| use_bucketing: True | ||
| num_buckets: 30 | ||
| bucket_duration_bins: [3.79, 4.82, 5.688, ..., 35.827] |
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Provide info / link to calcualte bucket duration bins (ir just update below sentence to mention that to get the list of floats, follow this link)
| Special Tokens Configuration | ||
| ~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||
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| The model uses special tokens for task control and language specification. These can be configured during tokenizer creation or loaded from an existing tokenizer: |
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we need docs how to construct this special tokenizer (either here or somewhere below and link to that section)
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| Transformer Decoder | ||
| ~~~~~~~~~~~~~~~~~ |
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Suggested change
| ~~~~~~~~~~~~~~~~~ | |
| ~~~~~~~~~~~~~~~~~~~ |
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No picture upload. Upload to latest nemo release and update url
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What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
Collection: [ASR]
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