Add comprehensive README with benchmark findings

README.md

@@ -1,8 +1,29 @@
-# EthioTelecomBench: Amharic ASR Benchmark for Telecom Domain
+---
+language:
+- am
+license: apache-2.0
+task_categories:
+- automatic-speech-recognition
+tags:
+- asr
+- amharic
+- ethiopian
+- telecom
+- benchmark
+- wer
+- cer
+- gender-fairness
+- gsma
+pretty_name: GSMA EthioTelecomBench
+size_categories:
+- n<1K
+---
+
+# GSMA EthioTelecomBench: Amharic ASR Benchmark for Telecom Domain
 
 ## Overview
 
-EthioTelecomBench is a comprehensive benchmark for evaluating Automatic Speech Recognition (ASR) systems on Amharic speech, with a focus on telecom customer service conversations. This dataset contains evaluation results from **12 models** across **7 evaluation splits**.
+GSMA EthioTelecomBench is a comprehensive benchmark for evaluating Automatic Speech Recognition (ASR) systems on Amharic speech, with a focus on telecom customer service conversations. This dataset contains evaluation results from **12 models** across **7 evaluation splits**.
 
 ## Text Normalization
 
@@ -114,34 +135,13 @@ Average WER gender gap (Female - Male) across models:
 from datasets import load_dataset
 
 # Load WER scores
-wer_data = load_dataset("SAARAI/EthioTelecomBench", split="WER")
+wer_data = load_dataset("SAARAI/GSMAEthioTelecomBench", data_files="data/WER.csv", split="train")
 
 # Load CER scores
-cer_data = load_dataset("SAARAI/EthioTelecomBench", split="CER")
+cer_data = load_dataset("SAARAI/GSMAEthioTelecomBench", data_files="data/CER.csv", split="train")
 
 # Load Gender Gap analysis
-gender_data = load_dataset("SAARAI/EthioTelecomBench", split="Gender_GAP")
+gender_data = load_dataset("SAARAI/GSMAEthioTelecomBench", data_files="data/Gender_GAP.csv", split="train")
 ```
 
-## Citation
 
-If you use this benchmark, please cite:
-
-```bibtex
-@misc{ethiotelebench2024,
-  title={EthioTelecomBench: A Benchmark for Amharic ASR in Telecom Domain},
-  author={SAARAI},
-  year={2024},
-  publisher={Hugging Face},
-  url={https://huggingface.co/datasets/SAARAI/EthioTelecomBench}
-}
-```
-
-## License
-
-This benchmark is released under the Apache 2.0 License.
-
-## Links
-
-- [Interactive Error Visualization](https://ethio-asr-error-viz.vercel.app/)
-- [Source Repository](https://github.com/IsraelAbebe/Ethio-ASR)