Create README.md

README.md

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+---
+language: sv
+license: apache-2.0
+tags:
+- seq-2-seq asr
+- whisper
+datasets:
+- mozilla-foundation/common_voice_11_0
+library_name: torch
+---
+
+## Model description
+
+This model is a fine-tuned version of OpenAI's pre-trained Whisper small. [Source](https://github.com/openai/whisper)
+
+The model were trained on 680 000 hours of audio with corresponding transcripts from the internet, 65% of which was in english audio and 83 % of which had english transcripts.
+
+The model was then further trained for 4000 iterations, 500 of which as warm-up, on Swedish data from [Common_voice 11.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0). Achieving a WER of 19.865.
+
+
+ ## Training Metrics
+![Training table](whisper_finetune.png)
+ ## Model Plot
+
+<details>
+<summary>View Training Plots</summary>
+
+![Metrics](whisper_metrics.png)
+
+</details>