Add comprehensive README with benchmark findings

README.md

@@ -1,29 +1,8 @@
----
-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
+# EthioTelecomBench: Amharic ASR Benchmark for Telecom Domain
 
 ## Overview
 
-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**.
+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
 
@@ -135,13 +114,34 @@ Average WER gender gap (Female - Male) across models:
 from datasets import load_dataset
 
 # Load WER scores
-wer_data = load_dataset("SAARAI/GSMAEthioTelecomBench", data_files="data/WER.csv", split="train")
+wer_data = load_dataset("SAARAI/EthioTelecomBench", split="WER")
 
 # Load CER scores
-cer_data = load_dataset("SAARAI/GSMAEthioTelecomBench", data_files="data/CER.csv", split="train")
+cer_data = load_dataset("SAARAI/EthioTelecomBench", split="CER")
 
 # Load Gender Gap analysis
-gender_data = load_dataset("SAARAI/GSMAEthioTelecomBench", data_files="data/Gender_GAP.csv", split="train")
+gender_data = load_dataset("SAARAI/EthioTelecomBench", split="Gender_GAP")
 ```
 
+## 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)