Update README.md

README.md

@@ -36,7 +36,7 @@ The Medical Lessons Speech Corpus is a specialized audio dataset designed to ben
 
 A defining characteristic of this dataset is its high density of complex medical terminology, making it an excellent stress test for evaluating the vocabulary coverage and phonetic accuracy of speech-to-text models. To ensure the highest standard of evaluation reliability, all transcripts have been strictly **manually verified by the author**, providing a highly accurate ground truth.
 
-This dataset was originally created for the paper **XYZ** to evaluate state-of-the-art ASR models on challenging medical domain speech.
+This dataset was originally created for the paper **WhisperX with Context-Aware Transcription** to evaluate state-of-the-art ASR models on challenging medical domain speech.
 
 ### Supported Tasks
 
@@ -99,9 +99,9 @@ If you use this dataset in your research, please cite the following paper:
 
 ```bibtex
 @article{Author202X,
-  title={XYZ},
-  author={Author Name},
+  title={WhisperX with Context-Aware Transcription},
+  author={Carlos Bain},
   journal={Journal Name},
-  year={202X}
+  year={2026}
 }
 ```