Vladimir Bataev

RNN-T and TDT Greedy Decoding with TorchScript

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# What does this PR do ? Adds torch.jit.script support for "loop labels" decoding algorithm, introduced in #7926 Add a one line overview of what this PR aims to accomplish....

Batched streaming RNN-T and TDT: new buffered inference + support cache-aware

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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog -...

Update black to the latest version incrementally

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# What does this PR do? Update black using incremental changes only for files changed in PRs. - the `black` package is updated to the latest version - all collections...

Enormous number of `.nemo` checkpoints produced in training

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**Describe the bug** Training FastConformer-Transducer for 76 epochs produced 5 `.ckpt` files, 1 `-last.ckpt` file, and 136 (sic!) `.nemo` files. I found that the number of saved checkpoints is more...

> [!IMPORTANT] > The `Update branch` button must only be pressed in very rare occassions. > An outdated branch is never blocking the merge of a PR. > Please reach...

CTC Greedy Decoding with NGPU-LM (N-Gram LM on GPU)

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> [!IMPORTANT] > The `Update branch` button must only be pressed in very rare occassions. > An outdated branch is never blocking the merge of a PR. > Please reach...

> [!IMPORTANT] > The `Update branch` button must only be pressed in very rare occassions. > An outdated branch is never blocking the merge of a PR. > Please reach...

Faster RNN-T Label-Looping Decoding with WIND

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> [!IMPORTANT] > The `Update branch` button must only be pressed in very rare occassions. > An outdated branch is never blocking the merge of a PR. > Please reach...