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Anwarvic avatar Anwarvic commented on August 23, 2024

The problem here is in the path given to the enroll_stat object. Could you post the conf.yaml file as it contains all the paths and configurations that the project needs??

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IsmaelAh avatar IsmaelAh commented on August 23, 2024

#---! THIS FILE SHOULD BE MODIFIED BASED ON YOUR CASE

#These variables should be changed
inpath: D:/Merged_Arabic_Corpus_of_Isolated_Words/Merged_Arabic_Corpus_of_Isolated_Words #where input wave data exist
outpath: D:/Merged_Arabic_Corpus_of_Isolated_Words/Allah #where the program outputs exist

#training configuration
#NOTE: the summation of following sessions must be less than or equal 10
enroll_sessions: 3 #number of sessions to be included in the training set
test_sessions: 5 #number of sessions to be included in the test set

#preprocessing configurations
sampling_rate: 44100
bit_precision: 16
no_channels: 1

#features configuration (NOTE: to disable a feature, assign it to None)
features:

  • vad #voice-activity-dectection
  • energy #log-energy
  • cep #cepstral coefficients
  • fb #filter-banks
    #- bnf
    cepstral_coefficients: 19
    filter_bank: log #filter bank can either be "log" for logarithmic and "lin" for linear
    filter_bank_size: 24
    lower_frequency: 300
    higher_frequency: 3400
    vad: snr #can be either "energy", "snr", "percentil" or "lbl".
    snr_ratio: 40 #signal-to-noise ratio
    window_size: 0.025 #in seconds (25 milliseconds)
    window_shift: 0.010 #in seconds (10 milliseconds)

#UBM configuration
num_gaussians: 64

#i-vectors (tv) configurations (depends on UBM configurations)
batch_size: 30 #size of data batch
tv_rank: 25 # Rank of the total variability matrix
tv_iterations: 50 # number of iterations to train the variability matrix
scoring: cosine #can be either "cosine", or "mahalanobis", or "two_covariance"

#i-vectors (PLDA) configurations (depends on TV configuration)

#plotting configuration
DET_curve: rocch #you can choose either 'rocch' or 'steppy'

#other configuration

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Anwarvic avatar Anwarvic commented on August 23, 2024

Now, in the directory D:/Merged_Arabic_Corpus_of_Isolated_Words/Allah... make sure of these things:

  • This directory has these folders which are audio, feat and task.
  • Then, make sure the audio folder has three folders inside it data, enroll and test.
  • And make sure the feat directory has two folders inside it enroll and test.

If that is the case, then please tell me how many files are in feat\enroll and feat\test?? You can do that simply by selecting all the files within the folder and Windows will tell you how many items are selected

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IsmaelAh avatar IsmaelAh commented on August 23, 2024

feat\enroll 300 items
feat\test 500 items

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Anwarvic avatar Anwarvic commented on August 23, 2024

As I understood from your mail, this isn't a problem anymore !!

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Anwarvic avatar Anwarvic commented on August 23, 2024

I will close this for now but feel free to re-open it

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yunfei-shi avatar yunfei-shi commented on August 23, 2024

I now have the same problem, but how to solve it?

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