/// <summary>
/// Create an object providing an interface to a trained DeepSpeech model.
/// </summary>
/// <param name="aModelPath">The path to the frozen model graph.</param>
/// <param name="aAlphabetConfigPath">The path to the configuration file specifying the alphabet used by the network.</param>
/// <param name="aBeamWidth">The beam width used by the decoder. A larger beam width generates better results at the cost of decoding time.</param>
/// <exception cref="ArgumentException">Thrown when the native binary failed to create the model.</exception>
public unsafe void CreateModel(string aModelPath,
string aAlphabetConfigPath, uint aBeamWidth)
{
string exceptionMessage = null;
if (string.IsNullOrWhiteSpace(aModelPath))
{
exceptionMessage = "Model path cannot be empty.";
}
if (string.IsNullOrWhiteSpace(aAlphabetConfigPath))
{
exceptionMessage = "Alphabet path cannot be empty.";
}
if (!File.Exists(aModelPath))
{
exceptionMessage = $"Cannot find the model file: {aModelPath}";
}
if (!File.Exists(aAlphabetConfigPath))
{
exceptionMessage = $"Cannot find the alphabet file: {aAlphabetConfigPath}";
}
if (exceptionMessage != null)
{
throw new FileNotFoundException(exceptionMessage);
}
var resultCode = NativeImp.DS_CreateModel(aModelPath,
aAlphabetConfigPath,
aBeamWidth,
ref _modelStatePP);
EvaluateResultCode(resultCode);
}
/// <summary>
/// Create an object providing an interface to a trained DeepSpeech model.
/// </summary>
/// <param name="aModelPath">The path to the frozen model graph.</param>
/// <param name="aNCep">The number of cepstrum the model was trained with.</param>
/// <param name="aNContext">The context window the model was trained with.</param>
/// <param name="aAlphabetConfigPath">The path to the configuration file specifying the alphabet used by the network.</param>
/// <param name="aBeamWidth">The beam width used by the decoder. A larger beam width generates better results at the cost of decoding time.</param>
/// <returns>Zero on success, non-zero on failure.</returns>
public unsafe int CreateModel(string aModelPath, uint aNCep,
uint aNContext, string aAlphabetConfigPath, uint aBeamWidth)
{
string exceptionMessage = null;
if (string.IsNullOrWhiteSpace(aModelPath))
{
exceptionMessage = "Model path cannot be empty.";
}
if (string.IsNullOrWhiteSpace(aAlphabetConfigPath))
{
exceptionMessage = "Alphabet path cannot be empty.";
}
if (!File.Exists(aModelPath))
{
exceptionMessage = $"Cannot find the model file: {aModelPath}";
}
if (!File.Exists(aAlphabetConfigPath))
{
exceptionMessage = $"Cannot find the alphabet file: {aAlphabetConfigPath}";
}
if (exceptionMessage != null)
{
throw new FileNotFoundException(exceptionMessage);
}
int result = NativeImp.DS_CreateModel(aModelPath,
aNCep,
aNContext,
aAlphabetConfigPath,
aBeamWidth,
ref _modelStatePP);
_modelStateP = *_modelStatePP;
return(result);
}
