Update README.md

README.md

@@ -61,6 +61,31 @@ torchaudio.save("source3hat.wav", est_sources[:, :, 2].detach().cpu(), 8000)
 ### Inference on GPU
 To perform inference on the GPU, add  `run_opts={"device":"cuda"}`  when calling the `from_hparams` method.
 
+### Training
+The model was trained with SpeechBrain (fc2eabb7).
+To train it from scratch follows these steps:
+1. Clone SpeechBrain:
+```bash
+git clone https://github.com/speechbrain/speechbrain/
+```
+2. Install it:
+```
+cd speechbrain
+pip install -r requirements.txt
+pip install -e .
+```
+
+3. Run Training:
+```
+cd  recipes/WSJ0Mix/separation
+python train.py hparams/sepformer.yaml --data_folder=your_data_folder
+```
+Note: change num\_spks to 3 in the yaml file.
+
+https://drive.google.com/drive/folders/1fcVP52gHgoMX9diNN1JxX_My5KaRNZWs?usp=sharing
+
+You can find our training results (models, logs, etc) [here](https://drive.google.com/drive/folders/1ruScDoqiSDNeoDa__u5472UUPKPu54b2?usp=sharing)
+
 ### Limitations
 The SpeechBrain team does not provide any warranty on the performance achieved by this model when used on other datasets.
 
@@ -73,7 +98,7 @@ The SpeechBrain team does not provide any warranty on the performance achieved b
     year = {2021},
     publisher = {GitHub},
     journal = {GitHub repository},
-    howpublished = {\url{https://github.com/speechbrain/speechbrain}},
+    howpublished = {\\url{https://github.com/speechbrain/speechbrain}},
   }
 ```