Source separation metrics

Provide comprehensive metrics for audio source separation quality including SDR, SI-SDR, SNR, and SI-SNR.

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Module documentation

Input

  • Name
    inputAudioGt
    Type
    string
    Description

    Audio containing the ground truth

  • Name
    inputAudioPred
    Type
    string
    Description

    Audio containing the prediction

Output

  • Name
    sdr
    Type
    string
    Description

    Computed SDR metric using torchmetrics.

  • Name
    snr
    Type
    string
    Description

    Computed SNR metric using torchmetrics.

  • Name
    si_sdr
    Type
    string
    Description

    Computed SI-SDR metric using torchmetrics.

  • Name
    si_snr
    Type
    string
    Description

    Computed SI-SNR metric using torchmetrics.

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