mirror of
https://github.com/k2-fsa/icefall.git
synced 2025-08-26 18:24:18 +00:00
Update README.md
This commit is contained in:
parent
0cbd9d4660
commit
727eabdb30
32
README.md
32
README.md
@ -12,10 +12,11 @@ for installation.
|
|||||||
Please refer to <https://icefall.readthedocs.io/en/latest/recipes/index.html>
|
Please refer to <https://icefall.readthedocs.io/en/latest/recipes/index.html>
|
||||||
for more information.
|
for more information.
|
||||||
|
|
||||||
We provide two recipes at present:
|
We provide three recipes at present:
|
||||||
|
|
||||||
- [yesno][yesno]
|
- [yesno][yesno]
|
||||||
- [LibriSpeech][librispeech]
|
- [LibriSpeech][librispeech]
|
||||||
|
- [TIMIT][timit]
|
||||||
|
|
||||||
### yesno
|
### yesno
|
||||||
|
|
||||||
@ -56,6 +57,32 @@ The WER for this model is:
|
|||||||
We provide a Colab notebook to run a pre-trained TDNN LSTM CTC model: [](https://colab.research.google.com/drive/1kNmDXNMwREi0rZGAOIAOJo93REBuOTcd?usp=sharing)
|
We provide a Colab notebook to run a pre-trained TDNN LSTM CTC model: [](https://colab.research.google.com/drive/1kNmDXNMwREi0rZGAOIAOJo93REBuOTcd?usp=sharing)
|
||||||
|
|
||||||
|
|
||||||
|
### TIMIT
|
||||||
|
|
||||||
|
We provide two models for this recipe: [TDNN LSTM CTC model][TIMIT_tdnn_lstm_ctc]
|
||||||
|
and [TDNN LiGRU CTC model][TIMIT_tdnn_ligru_ctc].
|
||||||
|
|
||||||
|
#### TDNN LSTM CTC Model
|
||||||
|
|
||||||
|
The best PER we currently have is:
|
||||||
|
|
||||||
|
||TEST|
|
||||||
|
|--|--|
|
||||||
|
|PER| 19.71% |
|
||||||
|
|
||||||
|
We provide a Colab notebook to run a pre-trained TDNN LSTM CTC model: [](https://colab.research.google.com/drive/1Hs9DA4V96uapw_30uNp32OMJgkuR5VVd?usp=sharing)
|
||||||
|
|
||||||
|
#### TDNN LiGRU CTC Model
|
||||||
|
|
||||||
|
The PER for this model is:
|
||||||
|
|
||||||
|
||TEST|
|
||||||
|
|--|--|
|
||||||
|
|PER| 17.66% |
|
||||||
|
|
||||||
|
We provide a Colab notebook to run a pre-trained TDNN LiGRU CTC model: [](https://colab.research.google.com/drive/11IT-k4HQIgQngXz1uvWsEYktjqQt7Tmb?usp=sharing)
|
||||||
|
|
||||||
|
|
||||||
## Deployment with C++
|
## Deployment with C++
|
||||||
|
|
||||||
Once you have trained a model in icefall, you may want to deploy it with C++,
|
Once you have trained a model in icefall, you may want to deploy it with C++,
|
||||||
@ -71,6 +98,9 @@ Please see: [![Open In Colab](https://colab.research.google.com/assets/colab-bad
|
|||||||
|
|
||||||
[LibriSpeech_tdnn_lstm_ctc]: egs/librispeech/ASR/tdnn_lstm_ctc
|
[LibriSpeech_tdnn_lstm_ctc]: egs/librispeech/ASR/tdnn_lstm_ctc
|
||||||
[LibriSpeech_conformer_ctc]: egs/librispeech/ASR/conformer_ctc
|
[LibriSpeech_conformer_ctc]: egs/librispeech/ASR/conformer_ctc
|
||||||
|
[TIMIT_tdnn_lstm_ctc]: egs/timit/ASR/tdnn_lstm_ctc
|
||||||
|
[TIMIT_tdnn_ligru_ctc]: egs/timit/ASR/tdnn_ligru_ctc
|
||||||
[yesno]: egs/yesno/ASR
|
[yesno]: egs/yesno/ASR
|
||||||
[librispeech]: egs/librispeech/ASR
|
[librispeech]: egs/librispeech/ASR
|
||||||
|
[timit]: egs/timit/ASR
|
||||||
[k2]: https://github.com/k2-fsa/k2
|
[k2]: https://github.com/k2-fsa/k2
|
||||||
|
Loading…
x
Reference in New Issue
Block a user