Update README.md

README.md

@@ -6,4 +6,30 @@ datasets:
 - mozilla-foundation/common_voice_16_1
 - google/fleurs
 - ReRooted
----
+---
+
+# SeamlessM4T v2 ASR for Western Armenian
+
+This model is a fine-tuned version of the [facebook/seamless-m4t-v2-large](https://huggingface.co/facebook/seamless-m4t-v2-large). Initially, it was fine-tuned on the Common Voice 16.1 and Google Fleurs datasets. Subsequently, it was further fine-tuned on the [ReRooted](https://github.com/jhdeov/ReRooted-ArmenianCorpus) corpus.
+The model achieves the following results on the test sets:
+- CV_wer: 0.308
+- CV_cer: 0.07
+- GF_wer: 0.311
+- GF_cer: 0.094
+
+After fine-tuning on Western Armenian data, the model occasionally translates Eastern Armenian speech into Western Armenian.
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-6
+- train_batch_size: 4
+- eval_batch_size: 1
+- seed: 43
+- optimizer: Adam with betas=(0.9, 0.98) and epsilon=1e-08
+- lr_scheduler_type: MyleLR
+- lr_scheduler_warmup_steps: 100
+
+### Framework versions
+- Pytorch 2.1.1
+- fairseq2==0.2.0