Update README.md

README.md

@@ -21,7 +21,7 @@ Augmentation and knowledge distillation (KD) are well-established techniques emp
 
 ### Model Sources
 
-- **Repository:** https://github.com/RicherMans/CED
+- **Original Repository:** https://github.com/RicherMans/CED
 - **Paper:** [CED: Consistent ensemble distillation for audio tagging](https://arxiv.org/abs/2308.11957)
 - **Demo:** https://huggingface.co/spaces/mispeech/ced-base
 
@@ -36,9 +36,9 @@ pip install -r requirements.txt
 >>> from ced_model.feature_extraction_ced import CedFeatureExtractor
 >>> from ced_model.modeling_ced import CedForAudioClassification
 
->>> model_path = "mispeech/ced-tiny"
->>> feature_extractor = CedFeatureExtractor.from_pretrained(model_path)
->>> model = CedForAudioClassification.from_pretrained(model_path)
+>>> model_id = "mispeech/ced-tiny"
+>>> feature_extractor = CedFeatureExtractor.from_pretrained(model_id)
+>>> model = CedForAudioClassification.from_pretrained(model_id)
 
 >>> import torchaudio
 >>> audio, sampling_rate = torchaudio.load("resources/JeD5V5aaaoI_931_932.wav")