Update README.md

README.md

@@ -41,46 +41,14 @@ More information needed
 
 ## Intended uses & limitations
 
-More information needed
+The model still needs dataset to increase model accuracy.
 
 ## Training and evaluation data
 
-More information needed
-
+* The model is trained on multi lingual english speaking dataset.
+* The input audio dataset is about 16KHz.
 ## Training procedure
 
-### Training hyperparameters
-
-The following hyperparameters were used during training:
-- learning_rate: 3e-05
-- train_batch_size: 8
-- eval_batch_size: 8
-- seed: 42
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- lr_scheduler_warmup_ratio: 0.01
-- num_epochs: 16
-
-### Training results
-
-| Training Loss | Epoch | Step | Validation Loss | Accuracy |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 0.6417        | 1.0   | 33   | 0.5774          | 0.7879   |
-| 0.4818        | 2.0   | 66   | 0.3792          | 0.8485   |
-| 0.2756        | 3.0   | 99   | 0.3066          | 0.8788   |
-| 0.3106        | 4.0   | 132  | 0.1951          | 0.9545   |
-| 0.2138        | 5.0   | 165  | 0.2078          | 0.9394   |
-| 0.0988        | 6.0   | 198  | 0.3227          | 0.9091   |
-| 0.1043        | 7.0   | 231  | 0.2893          | 0.9394   |
-| 0.0808        | 8.0   | 264  | 0.2177          | 0.9545   |
-| 0.1312        | 9.0   | 297  | 0.2846          | 0.9091   |
-| 0.0667        | 10.0  | 330  | 0.1955          | 0.9545   |
-| 0.0513        | 11.0  | 363  | 0.2553          | 0.9545   |
-| 0.0217        | 12.0  | 396  | 0.1708          | 0.9545   |
-| 0.0136        | 13.0  | 429  | 0.1641          | 0.9545   |
-| 0.0236        | 14.0  | 462  | 0.2203          | 0.9545   |
-| 0.0097        | 15.0  | 495  | 0.2253          | 0.9545   |
-| 0.003         | 16.0  | 528  | 0.2288          | 0.9545   |
 
 
 ### Framework versions