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icefall/egs/tal_csasr/ASR
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Li Peng 3e4da5f781
Replace deprecated pytorch methods (#1814) 
* Replace deprecated pytorch methods

- torch.cuda.amp.GradScaler(...) => torch.amp.GradScaler("cuda", ...)
- torch.cuda.amp.autocast(...) => torch.amp.autocast("cuda", ...)

* Replace `with autocast(...)` with `with autocast("cuda", ...)`


Co-authored-by: Li Peng <lipeng@unisound.ai>
2024-12-16 10:24:16 +08:00
..
local
Traning with byte level BPE (TAL_CSASR) (#1033)
2023-05-16 12:44:52 +08:00
pruned_transducer_stateless5
Replace deprecated pytorch methods (#1814)
2024-12-16 10:24:16 +08:00
pruned_transducer_stateless7_bbpe
Replace deprecated pytorch methods (#1814)
2024-12-16 10:24:16 +08:00
prepare.sh
typo fixed (#1334)
2023-10-25 00:03:33 +08:00
README.md
[Ready to merge] Pruned transducer stateless5 recipe for tal_csasr (mix Chinese chars and English BPE) (#428)
2022-06-28 11:02:10 +08:00
RESULTS.md
Traning with byte level BPE (TAL_CSASR) (#1033)
2023-05-16 12:44:52 +08:00
shared
[Ready to merge] Pruned transducer stateless5 recipe for tal_csasr (mix Chinese chars and English BPE) (#428)
2022-06-28 11:02:10 +08:00

README.md

Introduction

This recipe includes some different ASR models trained with TAL_CSASR.

./RESULTS.md contains the latest results.

Transducers

There are various folders containing the name transducer in this folder. The following table lists the differences among them.

Encoder Decoder Comment
pruned_transducer_stateless5 Conformer(modified) Embedding + Conv1d same as pruned_transducer_stateless4 + more layers + random combiner

The decoder in transducer_stateless is modified from the paper Rnn-Transducer with Stateless Prediction Network. We place an additional Conv1d layer right after the input embedding layer.