updated Readme

README.md

@@ -3,6 +3,7 @@ license: mit
 ---
 
 ========================================================================================================
+
 ASVspoof Laundered Database: This database is based on ASVspoof 2019 logical access (LA) eval partition.
 
 The Asvspoof 2019 LA eval database is passed through five different types of additive noise at three 
@@ -16,30 +17,33 @@ Dataset Contact: Hashim Ali alhashim@umich.edu
 
 Date Written: 05/29/2024
 
-*** WARNING ***:
+*** WARNING ***
+
 The 'flac' folder contains over 2 million (2065873) files. Open this folder at your own risk.
 
 ========================================================================================================
 
 
 1. Directory Structure
-_______________________
 
 --> ASVspoofLauneredDatabase
+    
     --> flac
+   
     --> protocols
-	--> Readme.txt
+	
+    --> Readme.txt
 
+_________________________________
 
 2. Description of the audio files
-_________________________________
 
     The directory flac contain audio files for each type of laundering attack, namely, Noise_Addition, Reverberation, Recompression, Resampling, and Filtering. Each laundering
     attack (i) has different parameters (j) which are described below in the protocols section. All audio files in this directory are in the flac format.
 
+_______________________________
 
 3. Description of the protocols
-_______________________________
 
     The directory protocols contains five protocol files, one for each laundering attack. 
 
@@ -49,11 +53,10 @@ _______________________________
 
    	1) SPEAKER_ID: 		    LA_****, a 4-digit speaker ID
    	2) AUDIO_FILE_NAME: 	LA_****, name of the audio file
-   	3) SYSTEM_ID: 		    ID of the speech spoofing system (A01 - A19),  or, for bonafide speech SYSTEM-ID is left blank ('-')
-	4) KEY: 		        'bonafide' for genuine speech, or, 'spoof' for spoofing speech
+   	3) SYSTEM_ID: 		    ID of the speech spoofing system (A01 - A19),  or, for bonafide speech   SYSTEM-ID is left blank ('-')
+    4) KEY: 		        'bonafide' for genuine speech, or, 'spoof' for spoofing speech
     5) Laundering_Type      Type of laundering attack. One of 'Noise_Addition', 'Reverberation', 'Recompression', 'Resampling', and 'Filtering'
-    6) Laundering_Param     Parameters for the laundering attack. For example, in the case of Noise_Addition, it can be 'babble_0' where babble is the type of 
-                            additive noise and 0 is the SNR level at which the babble noise is added to the audio signal.
+    6) Laundering_Param     Parameters for the laundering attack. For example, in the case of Noise_Addition, it can be 'babble_0' where babble is the type of additive noise and 0 is the SNR level at which the babble noise is added to the audio signal.
 
     Note that: