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ASR performance measurement #39

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ASR performance measurement #39

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drowe67
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@drowe67 drowe67 commented Dec 13, 2024

Experimental way to evaluate performance of SSB versus RADE using automatic speech recognition.

  1. SSB test with AWGN:

    ./asr_test.sh ssb --No -30 -n 100
    
  2. RADE test with MPP channel:

    ./asr_test.sh rade --EbNodB 3 -n 10 --g_file g_mpp.f32
    
  3. Listen to some of the files generated

    cd ~/.cache/LibriSpeech
    find test-other -name '*.flac'
    <play one of them>
    
  4. Generate 500 seconds of multipath samples:

    Fs=8000; Rs=50; Nc=20; multipath_samples('mpp', Fs, Rs, Nc, 5000, '','g_mpp.f32');
    
  5. Plotting some results:

    octave:3> radae_plots; plot_wer("241217_asr_awgn_ssb.txt", "241217_asr_awgn_rade.txt", "241217_asr_mpp_ssb.txt", "241217_asr_mpp_rade.txt")
    
    

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