diff --git a/CNN SpeechRecognition.ipynb b/CNN SpeechRecognition.ipynb
index c167db1..5b7ca77 100644
--- a/CNN SpeechRecognition.ipynb	
+++ b/CNN SpeechRecognition.ipynb	
@@ -7,14 +7,6 @@
     "# Convolutional Neural Network for Speech Recognition"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# TODO: \n",
-    "- Find paramaters resulting in a good accuracy"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 1,
@@ -486,13 +478,6 @@
     "print(\"closed file\")\n",
     "\n"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/README.md b/README.md
index 95c7cd1..706a67a 100644
--- a/README.md
+++ b/README.md
@@ -26,3 +26,25 @@ Simply open a new terminal in the directory and type:
 
 * **F. Strohm** - [StrohmFn](https://github.com/StrohmFn)
 * **C. Tasci** - [StraysWonderland](https://github.com/StraysWonderland)
+
+## Experimental Results
+
+### Englisch testset
+
+|Class | Mono-lingual | Multi-lingual | Cross-language
+|:--|:--|:--|:--|
+|Sadness | 0.000 | 0.015| 0.015
+|Anger |0.019 |0.014| 0.014
+|Pleasure| 0.043 |0.010| 0.120
+|Joy| 0.942| 0.985| 0.864
+|MICRO| 0.421| 0.432| 0.405
+
+### French testset
+
+Class | Mono-lingual | Multi-lingual | Cross-language
+:--|:--|:--|:--|
+Sadness| 0.070 |0.000 |0.230
+Anger| 0.200 |0.200 |0.200
+|Pleasure| 0.350 |0.035 |0.357
+Joy| 0.754| 0.912 |0.403
+MICRO| 0.533 |0.524 |0.359