whisper_romanian4

README.md

@@ -25,7 +25,7 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 40.8272994479891
+      value: 23.876263531435946
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -35,8 +35,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Romanian voice 1.0 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2790
-- Wer: 40.8273
+- Loss: 0.2557
+- Wer: 23.8763
 
 ## Model description
 
@@ -62,16 +62,18 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: constant_with_warmup
 - lr_scheduler_warmup_steps: 50
-- training_steps: 4000
+- training_steps: 1500
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Wer     |
 |:-------------:|:-----:|:----:|:---------------:|:-------:|
-| 0.0198        | 1.8   | 1000 | 0.2202          | 28.2171 |
-| 0.0078        | 3.6   | 2000 | 0.2415          | 35.1244 |
-| 0.0014        | 5.4   | 3000 | 0.2587          | 36.7517 |
-| 0.0033        | 7.19  | 4000 | 0.2790          | 40.8273 |
+| 0.0156        | 0.45  | 250  | 0.2336          | 24.4175 |
+| 0.011         | 0.9   | 500  | 0.2361          | 25.0627 |
+| 0.0061        | 1.35  | 750  | 0.2479          | 27.5539 |
+| 0.0084        | 1.8   | 1000 | 0.2491          | 27.3174 |
+| 0.0054        | 2.25  | 1250 | 0.2532          | 21.1234 |
+| 0.0041        | 2.7   | 1500 | 0.2557          | 23.8763 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6f7da55374b48f57580370004e16aa9441cecdfca84b7d9021d52c086ef113b3
+oid sha256:ad6cf70d7f53ef0aa37d397a1ffe9d9b06f11c3e58800d7a7f0cb09c269a6130
 size 966995080

runs/Dec10_12-39-27_ArtanisPC/events.out.tfevents.1702208380.ArtanisPC.509.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec7a771844a4ca0a3b5a2dd5c1f8d196ca99e909fc4a2080d213cd055c8f4fb0
+size 16798

runs/Dec10_12-39-27_ArtanisPC/events.out.tfevents.1702224301.ArtanisPC.509.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5461234af719abb86e17d2ead06d082d17e7cb7fc080ee0b48a704e020d9c4c
+size 5131

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:eb95ae107c0b6bacb40401867fa991cf1a4777f741b0ef2b43bb9a7a3882bcc7
+oid sha256:8d8d5a1d7e5267c8d9776611c73654efe2ddaa78c1cf793149fa8d0b3d93be49
 size 4856