Update README.md

README.md

@@ -32,6 +32,66 @@ task_categories:
 
 ## Monster MIDI Dataset GPU Search and Filter
 
+### [NEW] Monster GPU/CPU Search and Filter stand-alone Python module with improved matching
+
+#### Installation
+
+##### Install requirements
+
+```sh
+!git clone --depth 1 https://github.com/asigalov61/Monster-MIDI-Dataset
+
+!pip install cupy-cuda12x
+!pip install numpy==1.24.4
+!pip install huggingface_hub
+!pip install hf-transfer
+!pip install ipywidgets
+!pip install tqdm
+```
+
+##### Import modules
+
+```python
+import os
+os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1"
+
+from huggingface_hub import hf_hub_download
+
+%cd ./Monster-MIDI-Dataset
+import monster_search_and_filter
+%cd ..
+```
+
+##### Download and unzip Monster MIDI dataset
+
+```python
+hf_hub_download(repo_id='projectlosangeles/Monster-MIDI-Dataset',
+                repo_type='dataset',
+                filename='Monster-MIDI-Dataset-Ver-1-0-CC-BY-NC-SA.zip',
+                local_dir='./Monster-MIDI-Dataset/'
+                )
+```
+
+```sh
+%cd ./Monster-MIDI-Dataset
+!unzip Monster-MIDI-Dataset-Ver-1-0-CC-BY-NC-SA.zip > /dev/null
+%cd ..
+```
+
+##### Run the search
+
+```python
+sigs_data_path = './Monster-MIDI-Dataset/SIGNATURES_DATA/MONSTER_SIGNATURES_DATA.pickle'
+
+sigs_data = monster_search_and_filter.load_pickle(sigs_data_path)
+sigs_dicts = monster_search_and_filter.load_signatures(sigs_data)
+X, global_union = monster_search_and_filter.precompute_signatures(sigs_dicts)
+
+monster_search_and_filter.search_and_filter(sigs_dicts, X, global_union)
+```
+
+### [LEGACY]
+
 [![Open In Colab][colab-badge]][colab-notebook1]
 
 [colab-notebook1]: <https://colab.research.google.com/github/asigalov61/Monster-MIDI-Dataset/blob/main/Monster_MIDI_Dataset_GPU_Search_and_Filter.ipynb>