From c39e83c0ebcd1e26f06a6259a04da8bede1c253e Mon Sep 17 00:00:00 2001
From: Ma5onic <18509613+Ma5onic@users.noreply.github.com>
Date: Wed, 12 Apr 2023 20:05:52 -0400
Subject: [PATCH 1/3] Update README.md

Simplify Install Process
---
 README.md | 19 ++++++++-----------
 1 file changed, 8 insertions(+), 11 deletions(-)

diff --git a/README.md b/README.md
index c3b7cdc..56640fc 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 #  Music Separation Enhancement With Generative Modeling
 
-[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/interactiveaudiolab/MSG/blob/main/MSG.ipynb)`
+[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/interactiveaudiolab/MSG/blob/main/MSG.ipynb)
 
 This is the official implementation of the Make it Sound Good (MSG) model from our 2022 ISMIR paper "Music Separation Enhancement with Generative Modeling" [\[paper\]](https://arxiv.org/pdf/2208.12387.pdf)[ \[website\]](https://interactiveaudiolab.github.io/project/msg.html) 
 
@@ -15,20 +15,17 @@ We introduce Make it Sound Good (MSG), a post-processor that enhances the output
 
 ## Setup
 1. We train our model using salient source samples from the training data. To get the salient source samples, our training loop uses [nussl's](https://github.com/nussl/nussl/tree/salient_mixsrc2/nussl) SalientExcerptMixSourceFolder class from the salient_mixsrc2 branch. The specific branch of the repo can be downloaded using the steps below:
-```
-$ git clone https://github.com/nussl/nussl.git
-$ cd nussl
-$ git checkout salient_mixsrc2
-$ pip install -e .
+```bash
+pip install git+https://github.com/nussl/nussl.git@salient_mixsrc2
 ```
 2. Download our repo from github.
-```
-$ git clone https://github.com/interactiveaudiolab/MSG.git
+```bash
+git clone https://github.com/interactiveaudiolab/MSG.git
 ```
 3. Change to the MSG repo folder and download the requirements.txt.
-```
-$ cd MSG
-$ pip install -r requirements.txt
+```bash
+cd MSG
+pip install -r requirements.txt
 ```
 4. If you would like to use our [pretrained checkpoints on huggingface download](https://huggingface.co/boazcogan/MSG_pretrained_checkpoints/tree/main) the model.
 

From 39291cb782f92e0cf45b695b4eef3def158def85 Mon Sep 17 00:00:00 2001
From: Ma5onic <18509613+Ma5onic@users.noreply.github.com>
Date: Wed, 12 Apr 2023 20:11:55 -0400
Subject: [PATCH 2/3] Further Simplify Install Process

---
 README.md        | 10 +++-------
 requirements.txt |  1 +
 2 files changed, 4 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index 56640fc..12db319 100644
--- a/README.md
+++ b/README.md
@@ -14,20 +14,16 @@ We introduce Make it Sound Good (MSG), a post-processor that enhances the output
 - [Citation](#Citation)
 
 ## Setup
-1. We train our model using salient source samples from the training data. To get the salient source samples, our training loop uses [nussl's](https://github.com/nussl/nussl/tree/salient_mixsrc2/nussl) SalientExcerptMixSourceFolder class from the salient_mixsrc2 branch. The specific branch of the repo can be downloaded using the steps below:
-```bash
-pip install git+https://github.com/nussl/nussl.git@salient_mixsrc2
-```
-2. Download our repo from github.
+1. Download our repo from github.
 ```bash
 git clone https://github.com/interactiveaudiolab/MSG.git
 ```
-3. Change to the MSG repo folder and download the requirements.txt.
+2. Change to the MSG repo folder and download the requirements.txt.
 ```bash
 cd MSG
 pip install -r requirements.txt
 ```
-4. If you would like to use our [pretrained checkpoints on huggingface download](https://huggingface.co/boazcogan/MSG_pretrained_checkpoints/tree/main) the model.
+3. If you would like to use our [pretrained checkpoints on huggingface download](https://huggingface.co/boazcogan/MSG_pretrained_checkpoints/tree/main) the model.
 
 ## Training
 
diff --git a/requirements.txt b/requirements.txt
index 28dd785..e2aa772 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,3 +12,4 @@ SoundFile
 librosa==0.8.1
 torch
 wandb
+git+https://github.com/nussl/nussl.git@salient_mixsrc2
\ No newline at end of file

From 78c6d7e0bc425322c409b7f48f7816dbd526405c Mon Sep 17 00:00:00 2001
From: Ma5onic <18509613+Ma5onic@users.noreply.github.com>
Date: Tue, 27 Jun 2023 19:59:42 -0400
Subject: [PATCH 3/3] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 12db319..3ca0de2 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ We introduce Make it Sound Good (MSG), a post-processor that enhances the output
 ```bash
 git clone https://github.com/interactiveaudiolab/MSG.git
 ```
-2. Change to the MSG repo folder and download the requirements.txt.
+2. Change to the MSG repo folder and install the requirements.
 ```bash
 cd MSG
 pip install -r requirements.txt