End of training

README.md

@@ -7,17 +7,35 @@ tags:
 - generated_from_trainer
 datasets:
 - mozilla-foundation/common_voice_11_0
+metrics:
+- wer
 model-index:
-- name: Whisper Tiny En - Teja Naresh
-  results: []
+- name: Whisper Small Hi - Sanchit Gandhi
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 11.0
+      type: mozilla-foundation/common_voice_11_0
+      config: hi
+      split: None
+      args: 'config: hi, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 49.157707610259884
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# Whisper Tiny En - Teja Naresh
+# Whisper Small Hi - Sanchit Gandhi
 
 This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4219
+- Wer: 49.1577
 
 ## Model description
 
@@ -45,11 +63,14 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- training_steps: 500
+- training_steps: 1000
 - mixed_precision_training: Native AMP
 
 ### Training results
 
+| Training Loss | Epoch | Step | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.2156        | 2.44  | 1000 | 0.4219          | 49.1577 |
 
 
 ### Framework versions

generation_config.json

@@ -1,52 +1,153 @@
 {
   "alignment_heads": [
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+      1
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   "begin_suppress_tokens": [
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+    50257
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   "bos_token_id": 50257,
-  "decoder_start_token_id": 50257,
-  "eos_token_id": 50256,
-  "is_multilingual": false,
-  "language": "English",
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "is_multilingual": true,
+  "lang_to_id": {
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+    "<|am|>": 50334,
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+    "<|el|>": 50281,
+    "<|en|>": 50259,
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+    "<|ha|>": 50354,
+    "<|he|>": 50279,
+    "<|hi|>": 50276,
+    "<|hr|>": 50291,
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+    "<|hu|>": 50286,
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+    "<|vi|>": 50278,
+    "<|yi|>": 50335,
+    "<|yo|>": 50325,
+    "<|zh|>": 50260
+  },
+  "language": "telugu",
   "max_initial_timestamp_index": 50,
   "max_length": 448,
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-  "pad_token_id": 50256,
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+  "pad_token_id": 50257,
+  "prev_sot_token_id": 50361,
   "return_timestamps": false,
   "suppress_tokens": [
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   "task": "transcribe",
+  "task_to_id": {
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+  },
   "transformers_version": "4.39.3"
 }