com.ibm.watson.speech_to_text.v1.model

Class TrainLanguageModelOptions

java.lang.Object

com.ibm.cloud.sdk.core.service.model.GenericModel

com.ibm.watson.speech_to_text.v1.model.TrainLanguageModelOptions

All Implemented Interfaces:

com.ibm.cloud.sdk.core.service.model.ObjectModel

public class TrainLanguageModelOptions
extends com.ibm.cloud.sdk.core.service.model.GenericModel

The trainLanguageModel options.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TrainLanguageModelOptions.Builder Builder.
static interface	TrainLanguageModelOptions.WordTypeToAdd The type of words from the custom language model's words resource on which to train the model: * `all` (the default) trains the model on all new words, regardless of whether they were extracted from corpora or grammars or were added or modified by the user.

Field Summary

Fields

Modifier and Type	Field and Description
protected java.lang.String	customizationId
protected java.lang.Double	customizationWeight
protected java.lang.String	wordTypeToAdd

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	TrainLanguageModelOptions(TrainLanguageModelOptions.Builder builder)

Method Summary

Methods

Modifier and Type	Method and Description
java.lang.String	customizationId() Gets the customizationId.
java.lang.Double	customizationWeight() Gets the customizationWeight.
TrainLanguageModelOptions.Builder	newBuilder() New builder.
java.lang.String	wordTypeToAdd() Gets the wordTypeToAdd.

Methods inherited from class com.ibm.cloud.sdk.core.service.model.GenericModel

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Detail

customizationId

protected java.lang.String customizationId

wordTypeToAdd

protected java.lang.String wordTypeToAdd

customizationWeight

protected java.lang.Double customizationWeight

Constructor Detail

TrainLanguageModelOptions

protected TrainLanguageModelOptions(TrainLanguageModelOptions.Builder builder)

Method Detail

newBuilder

public TrainLanguageModelOptions.Builder newBuilder()

New builder.

Returns:

a TrainLanguageModelOptions builder

customizationId

public java.lang.String customizationId()

Gets the customizationId.

The customization ID (GUID) of the custom language model that is to be used for the request. You must make the request with credentials for the instance of the service that owns the custom model.

Returns:

the customizationId

wordTypeToAdd

public java.lang.String wordTypeToAdd()

Gets the wordTypeToAdd.

The type of words from the custom language model's words resource on which to train the model: * `all` (the default) trains the model on all new words, regardless of whether they were extracted from corpora or grammars or were added or modified by the user. * `user` trains the model only on new words that were added or modified by the user directly. The model is not trained on new words extracted from corpora or grammars.

Returns:

the wordTypeToAdd

customizationWeight

public java.lang.Double customizationWeight()

Gets the customizationWeight.

Specifies a customization weight for the custom language model. The customization weight tells the service how much weight to give to words from the custom language model compared to those from the base model for speech recognition. Specify a value between 0.0 and 1.0; the default is 0.3.

The default value yields the best performance in general. Assign a higher value if your audio makes frequent use of OOV words from the custom model. Use caution when setting the weight: a higher value can improve the accuracy of phrases from the custom model's domain, but it can negatively affect performance on non-domain phrases.

The value that you assign is used for all recognition requests that use the model. You can override it for any recognition request by specifying a customization weight for that request.

Returns:

the customizationWeight