Make TDT inference not require duration params #8207
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Signed-off-by: Hainan Xu <[email protected]>
titu1994
reviewed
Jan 23, 2024
| @@ -91,6 +91,11 @@ def __init__(self, cfg: DictConfig, trainer: Trainer = None): | |||
| else: | |||
| self.spec_augmentation = None | |||
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|
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| if loss_name == 'tdt': | |||
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This part should be closer to the loss definition above. Colocation of similar things
artbataev
reviewed
Jan 23, 2024
| @@ -208,15 +208,17 @@ def __init__(self, decoding_cfg, decoder, joint, blank_id: int): | |||
| self.compute_timestamps = self.cfg.get('compute_timestamps', None) | |||
| self.word_seperator = self.cfg.get('word_seperator', ' ') | |||
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| if self.durations is not None: # this means it's a TDT model. | |||
| if self.durations is not None and self.durations != []: # this means it's a TDT model. | |||
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I personally prefer checking for bool, which is more idiomatic and follows PEP8
For sequences (strings, lists, tuples), use the fact that empty sequences are false
https://peps.python.org/pep-0008/#programming-recommendations
But the current approach is also acceptable for me since it works.
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@hainan-xv Thanks for the PR; I think it makes it more convenient to use decoding with TDT models. One minor comment about style. |
added 3 commits
January 24, 2024 08:43
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jenkins |
titu1994
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Jan 24, 2024
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* Make TDT inference not require duration params Signed-off-by: Hainan Xu <[email protected]> * addressed review comments Signed-off-by: Hainan Xu <[email protected]> * stylistic change Signed-off-by: Hainan Xu <[email protected]> --------- Signed-off-by: Hainan Xu <[email protected]> Co-authored-by: Hainan Xu <[email protected]>
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* Make TDT inference not require duration params Signed-off-by: Hainan Xu <[email protected]> * addressed review comments Signed-off-by: Hainan Xu <[email protected]> * stylistic change Signed-off-by: Hainan Xu <[email protected]> --------- Signed-off-by: Hainan Xu <[email protected]> Co-authored-by: Hainan Xu <[email protected]> Signed-off-by: stevehuang52 <[email protected]>
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* Make TDT inference not require duration params Signed-off-by: Hainan Xu <[email protected]> * addressed review comments Signed-off-by: Hainan Xu <[email protected]> * stylistic change Signed-off-by: Hainan Xu <[email protected]> --------- Signed-off-by: Hainan Xu <[email protected]> Co-authored-by: Hainan Xu <[email protected]> Signed-off-by: Sasha Meister <[email protected]>
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* Make TDT inference not require duration params Signed-off-by: Hainan Xu <[email protected]> * addressed review comments Signed-off-by: Hainan Xu <[email protected]> * stylistic change Signed-off-by: Hainan Xu <[email protected]> --------- Signed-off-by: Hainan Xu <[email protected]> Co-authored-by: Hainan Xu <[email protected]> Signed-off-by: Pablo Garay <[email protected]>
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* Make TDT inference not require duration params Signed-off-by: Hainan Xu <[email protected]> * addressed review comments Signed-off-by: Hainan Xu <[email protected]> * stylistic change Signed-off-by: Hainan Xu <[email protected]> --------- Signed-off-by: Hainan Xu <[email protected]> Co-authored-by: Hainan Xu <[email protected]>
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What does this PR do ?
Making it so that TDT inference doesn't require --duration params to be passed.
Collection: [Note which collection this PR will affect]
ASR
Changelog
The model now infers the duration params from model's loss configs.
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