Update README.md

README.md

@@ -15,23 +15,21 @@ should probably proofread and complete it, then remove this comment. -->
 
 # wav2vec2-base-one-shot-hip-hop-drums-clf
 
-This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on an unknown dataset.
+This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on [yojul/one-shot-hip-hop-drums](https://huggingface.co/yojul/one-shot-hip-hop-drums).
 It achieves the following results on the evaluation set:
 - Loss: 0.2463
 - Accuracy: 0.9243
 
 ## Model description
 
-More information needed
+This a model is a classifier of one-shot drum sample, it has been trained on 17k hip-hop drum samples. It is able to classify samples within 7 classes : Kicks, Snares, Cymbals, Open-hats, Hi-hats, 808s, Claps.
 
 ## Intended uses & limitations
 
-More information needed
+It might be used to automatically sort large number of drum samples when there are no prior knowledge on metadata. The model can take any audio file as input, but note that it has been trained on audio files downsampled at 16kHz.
 
 ## Training and evaluation data
 
-More information needed
-
 ## Training procedure
 
 ### Training hyperparameters