Available C++ Libraries FAQ

Libraries available to download (Q-Z)

SV_Lib - Class library for speech recognition and speaker verification

Currently, there are more than 20 classes in this library, including commonly used feature extraction algorithms and modeling techniques for speech recognition and speaker verification.

The following highlights the main features of this library:

  1. Modeling
    • Continuous density HMM,
    • Discrete density HMM,
    • Gaussian Mixture Model (GMM),
    • Vector Quantization model (VQ),
    • Multivariate Gaussian model,
    • Dynamic Time Wrapping (DTW),
  2. Feature extraction
    • Mel-scaled FFT based cepstrum (MFCC),
    • LPC based cepstrum (LPCC),
    • Dynamic features (delta cepstrum),
    • Pitch extractor,
  3. Speech Input
    • Read raw speech data (16-bit PCM, 8-bit ULAW),
    • Read data with SPHERE header (NIST format) (both compressed and uncompressed),
  4. Auxiliary Classes
    • Fourier transforms (FFT/IFFT),
    • Discrete cosine transform (DCT/IDCT),
    • LPC analysis,
    • Design FIR filter (lowpass, highpass, bandpass, bandstop),
    • Matrix (Inverse, Determinant, Eigen, SVD),
    • Waveform generator (noise, modulated tone, sawtooth etc.),
    • Window functions (hamming, hanning, triangle, blackman, etc.)
    • Function operation (root, minimum, numerical integration).

Operating Systems

  • PC 32-bit Windows
  • Solaris

Compilers

  • Visual C++
  • GCC

Added : 1999-06-15 Amended: 2008-07-29 Licensing : Freeware

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Copyright (c) 2017 Nikki Locke, Trumphurst Ltd.
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