Class SpeechCommandsDataset

• Defined in File datasets.h

Inheritance Relationships

Base Type

• public mindspore::dataset::Dataset (Class Dataset)

Class Documentation

class SpeechCommandsDataset : public mindspore::dataset::Dataset

A source dataset that reads and parses SpeechCommands dataset.

Public Functions

SpeechCommandsDataset(const std::vector<char> &dataset_dir, const std::vector<char> &usage, const std::shared_ptr<Sampler> &sampler, const std::shared_ptr<DatasetCache> &cache)

Constructor of SpeechCommandsDataset.

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] Shared pointer to a sampler object used to choose samples from the dataset.

• cache – [in] Tensor cache to use.

SpeechCommandsDataset(const std::vector<char> &dataset_dir, const std::vector<char> &usage, const Sampler *sampler, const std::shared_ptr<DatasetCache> &cache)

Constructor of SpeechCommandsDataset.

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] Raw pointer to a sampler object used to choose samples from the dataset.

• cache – [in] Tensor cache to use.

SpeechCommandsDataset(const std::vector<char> &dataset_dir, const std::vector<char> &usage, const std::reference_wrapper<Sampler> &sampler, const std::shared_ptr<DatasetCache> &cache)

Constructor of SpeechCommandsDataset.

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.

~SpeechCommandsDataset() override = default

Destructor of SpeechCommandsDataset.