Function mindspore::dataset::SpeechCommands

• Defined in File datasets.h

Function Documentation

inline std::shared_ptr<SpeechCommandsDataset> mindspore::dataset::SpeechCommands(const std::string &dataset_dir, const std::string &usage, const std::reference_wrapper<Sampler> &sampler, const std::shared_ptr<DatasetCache> &cache = nullptr)

Function to create a SpeechCommands Dataset.

Note

The generated dataset has five columns [“waveform”, “sample_rate”, “label”, “speaker_id”, “utterance_number”].

Parameters

• dataset_dir – [in] Path to the root directory that contains the dataset.

• usage – [in] Usage of SpeechCommands, can be “train”, “test”, “valid” or “all”.

• sampler – [in] Sampler object used to choose samples from the dataset.

• cache – [in] Tensor cache to use (default=nullptr, which means no cache is used).

Returns

Shared pointer to the SpeechCommandsDataset.