|
--- |
|
library_name: speechbrain |
|
tags: |
|
- audio |
|
- intent classification |
|
datasets: |
|
- fluent_speech_commands_dataset |
|
metrics: |
|
- wer |
|
|
|
model-index: |
|
- name: Direct SLU |
|
results: |
|
- task: |
|
type: automatic-speech-recognition |
|
name: Intent Classification |
|
metrics: |
|
- type: wer |
|
value: 7.0 |
|
name: Test Wer |
|
--- |
|
|
|
Speechbrain SLU fine-tuned for Intent Classification |
|
--- |
|
Model: Direct SLU |
|
Encoder: Pre-trained ASR encoder -> LSTM |
|
Decoder: GRU + beamsearch |
|
Tokens: BPE with unigram |
|
Data: fluent_speech_commands_dataset (http://140.112.21.28:9000/fluent.tar.gz) |
|
Test wer: 0.07 |
