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updated readme file

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  ---
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  license: mit
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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  ---
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+
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+ ========================================================================================================
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+ ASVspoof Laundered Database: This database is based on ASVspoof 2019 logical access (LA) eval partition.
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+
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+ The Asvspoof 2019 LA eval database is passed through five different types of additive noise at three
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+ different Signal-to-Noise ratio (SNR) levels, three types of reverberation noise, six different re-compression rates, four
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+ different resampling factors, and one type of low pass filtering accumulating to a total of 1388.22
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+ hours of audio data.
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+
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+ Dataset Creators: Hashim Ali, Surya Subramani, Shefali Sudhir, Raksha Varahamurthy and Hafiz Malik
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+
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+ Dataset Contact: Hashim Ali alhashim@umich.edu
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+
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+ Date Written: 05/29/2024
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+
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+ *** WARNING ***:
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+ The 'flac' folder contains over 2 million (2065873) files. Open this folder at your own risk.
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+
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+ ========================================================================================================
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+
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+
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+ 1. Directory Structure
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+ _______________________
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+
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+ --> ASVspoofLauneredDatabase
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+ --> flac
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+ --> protocols
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+ --> Readme.txt
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+
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+
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+ 2. Description of the audio files
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+ _________________________________
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+
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+ The directory flac contain audio files for each type of laundering attack, namely, Noise_Addition, Reverberation, Recompression, Resampling, and Filtering. Each laundering
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+ 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.
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+
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+
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+ 3. Description of the protocols
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+ _______________________________
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+
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+ The directory protocols contains five protocol files, one for each laundering attack.
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+
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+ Each column of the protocol is formatted as:
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+
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+ SPEAKER_ID AUDIO_FILE_NAME SYSTEM_ID KEY Laundering_Type Laundering_Param
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+
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+ 1) SPEAKER_ID: LA_****, a 4-digit speaker ID
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+ 2) AUDIO_FILE_NAME: LA_****, name of the audio file
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+ 3) SYSTEM_ID: ID of the speech spoofing system (A01 - A19), or, for bonafide speech SYSTEM-ID is left blank ('-')
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+ 4) KEY: 'bonafide' for genuine speech, or, 'spoof' for spoofing speech
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+ 5) Laundering_Type Type of laundering attack. One of 'Noise_Addition', 'Reverberation', 'Recompression', 'Resampling', and 'Filtering'
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+ 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
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+ additive noise and 0 is the SNR level at which the babble noise is added to the audio signal.
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+
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+ Note that:
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+ 1) the first four columns are the same as in ASVspoof2019_LA_cm_protocols (refer to the ASVspoof2019 database), where the fourth in the original database
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+ is omitted since it is NOT used for LA.
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+ 2) Brief description on the Laundering_Param:
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+
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+ babble_0 babble noise at SNR level of 0
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+ babble_10 babble noise at SNR level of 10
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+ babble_20 babble noise at SNR level of 20
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+ cafe_0 cafe noise at SNR level of 0
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+ cafe_10 cafe noise at SNR level of 10
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+ cafe_20 cafe noise at SNR level of 20
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+ street_0 street noise at SNR level of 0
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+ street_10 street noise at SNR level of 10
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+ street_20 street noise at SNR level of 20
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+ volvo_0 volvo noise at SNR level of 0
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+ volvo_10 volvo noise at SNR level of 10
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+ volvo_20 volvo noise at SNR level of 20
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+ white_0 white noise at SNR level of 0
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+ white_10 white noise at SNR level of 10
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+ white_20 white noise at SNR level of 20
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+ RT_0_3 Reverberation with RT60 = 0.3 sec
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+ RT_0_6 Reverberation with RT60 = 0.6 sec
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+ RT_0_9 Reverberation with RT60 = 0.9 sec
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+ recompression_128k Compression using bit rate of 128 kbit/s
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+ recompression_16k Compression using bit rate of 16 kbit/s
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+ recompression_196k Compression using bit rate of 196 kbit/s
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+ recompression_256k Compression using bit rate of 256 kbit/s
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+ recompression_320k Compression using bit rate of 320 kbit/s
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+ recompression_64k Compression using bit rate of 64 kbit/s
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+ resample_11025 resampling rate of 11025 Hz
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+ resample_22050 resampling rate of 22050 Hz
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+ resample_44100 resampling rate of 44100 Hz
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+ resample_8000 resampling rate of 8000 Hz
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+ lpf_7000 low pass filtering with a cut-off frequency of 7 Khz