Openspeech
GETTING STARTED
Why should I use openspeech?
Why shouldn’t I use openspeech?
Model architectures
Get Started
Installation
Troubleshoots and Contributing
Citation
Openspeech’s Hydra configuration
Openspeech’s configurations
MODEL ARCHITECTURES
Openspeech Model
Conformer Model
Conformer LSTM Model
Conformer Transducer Model
Deep CNN with Joint CTC LAS Model
DeepSpeech2 Model
Jasper5x3 Model
Jasper10x5 Model
Joint CTC Conformer LSTM Model
Joint CTC LAS Model
Joint CTC Transformer Model
Listen Attend Spell Model
Listen Attend Spell (location-aware) Model
Listen Attend Spell (multi-head) Model
QuartzNet 5x5 Model
QuartzNet 10x5 Model
QuartzNet 15x5 Model
RNN Transducer Model
Transformer Model
Transformer Transducer Model
Transformer with CTC Model
VGG Transformer Model
LIBRARY REFERENCE
Audio
Criterion
Data
Datasets
Decoders
Encoders
Modules
Optim
Search
Vocabulary
Metric
Openspeech
»
Index
Index
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B
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C
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D
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E
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F
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G
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
A
AdditiveAttention (class in openspeech.modules.additive_attention)
AddNorm (class in openspeech.modules.add_normalization)
AIShellCharacterVocabConfigs (class in openspeech.vocabs.aishell.character)
AIShellCharacterVocabulary (class in openspeech.vocabs.aishell.character)
AudioDataLoader (class in openspeech.data.data_loader)
B
BaseConv1d (class in openspeech.modules.conv_base)
BeamSearchCTC (class in openspeech.search.beam_search_ctc)
BeamSearchLSTM (class in openspeech.search.beam_search_lstm)
BeamSearchTransformer (class in openspeech.search.beam_search_transformer)
BNReluRNN (class in openspeech.modules.batchnorm_relu_rnn)
BucketingSampler (class in openspeech.data.data_loader)
C
CharacterErrorRate (class in openspeech.metrics)
configure_criterion() (openspeech.models.openspeech_model.OpenspeechModel method)
configure_optimizers() (openspeech.models.openspeech_model.OpenspeechModel method)
ConformerBlock (class in openspeech.modules.conformer_block)
ConformerConfigs (class in openspeech.models.conformer.configurations)
ConformerConvModule (class in openspeech.modules.conformer_convolution_module)
ConformerEncoder (class in openspeech.encoders.conformer_encoder)
ConformerLSTMConfigs (class in openspeech.models.conformer_lstm.configurations)
ConformerLSTMModel (class in openspeech.models.conformer_lstm.model)
ConformerModel (class in openspeech.models.conformer.model)
ConformerTransducerConfigs (class in openspeech.models.conformer_transducer.configurations)
ConformerTransducerModel (class in openspeech.models.conformer_transducer.model)
Conv2dExtractor (class in openspeech.modules.conv2d_extractor)
Conv2dSubsampling (class in openspeech.modules.conv2d_subsampling)
ConvGroupShuffle (class in openspeech.modules.conv_group_shuffle)
ConvolutionalLSTMEncoder (class in openspeech.encoders.convolutional_lstm_encoder)
ConvolutionalTransformerEncoder (class in openspeech.encoders.convolutional_transformer_encoder)
count_parameters() (openspeech.decoders.openspeech_decoder.OpenspeechDecoder method)
(openspeech.encoders.deepspeech2.DeepSpeech2 method)
(openspeech.encoders.jasper.Jasper method)
(openspeech.encoders.openspeech_encoder.OpenspeechEncoder method)
CrossEntropyLoss (class in openspeech.criterion.cross_entropy.cross_entropy)
CrossEntropyLossConfigs (class in openspeech.criterion.cross_entropy.configuration)
CTCLoss (class in openspeech.criterion.ctc.ctc)
CTCLossConfigs (class in openspeech.criterion.ctc.configuration)
D
decode() (openspeech.models.openspeech_transducer_model.OpenspeechTransducerModel method)
(openspeech.models.transformer_transducer.model.TransformerTransducerModel method)
DeepCNNWithJointCTCListenAttendSpellConfigs (class in openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.configurations)
DeepCNNWithJointCTCListenAttendSpellModel (class in openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model)
DeepSpeech2 (class in openspeech.encoders.deepspeech2)
DeepSpeech2Configs (class in openspeech.models.deepspeech2.configurations)
DeepSpeech2Extractor (class in openspeech.modules.deepspeech2_extractor)
DeepSpeech2Model (class in openspeech.models.deepspeech2.model)
DepthwiseConv1d (class in openspeech.modules.depthwise_conv1d)
DotProductAttention (class in openspeech.modules.dot_product_attention)
E
ErrorRate (class in openspeech.metrics)
F
FeedForwardModule (class in openspeech.modules.conformer_feed_forward_module)
FilterBankConfigs (class in openspeech.data.audio.filter_bank.configuration)
FilterBankFeatureTransform (class in openspeech.data.audio.filter_bank.filter_bank)
forward() (openspeech.decoders.lstm_decoder.LSTMDecoder method)
(openspeech.decoders.rnn_transducer_decoder.RNNTransducerDecoder method)
(openspeech.decoders.transformer_decoder.TransformerDecoder method)
(openspeech.decoders.transformer_decoder.TransformerDecoderLayer method)
(openspeech.decoders.transformer_transducer_decoder.TransformerTransducerDecoder method)
(openspeech.encoders.conformer_encoder.ConformerEncoder method)
(openspeech.encoders.convolutional_lstm_encoder.ConvolutionalLSTMEncoder method)
(openspeech.encoders.convolutional_transformer_encoder.ConvolutionalTransformerEncoder method)
(openspeech.encoders.deepspeech2.DeepSpeech2 method)
(openspeech.encoders.jasper.Jasper method)
(openspeech.encoders.lstm_encoder.LSTMEncoder method)
(openspeech.encoders.openspeech_encoder.OpenspeechEncoder method)
(openspeech.encoders.quartznet.QuartzNet method)
(openspeech.encoders.rnn_transducer_encoder.RNNTransducerEncoder method)
(openspeech.encoders.transformer_encoder.TransformerEncoder method)
(openspeech.encoders.transformer_encoder.TransformerEncoderLayer method)
(openspeech.encoders.transformer_transducer_encoder.TransformerTransducerEncoder method)
(openspeech.encoders.transformer_transducer_encoder.TransformerTransducerEncoderLayer method)
(openspeech.models.conformer.model.ConformerModel method)
(openspeech.models.conformer_lstm.model.ConformerLSTMModel method)
(openspeech.models.conformer_transducer.model.ConformerTransducerModel method)
(openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model.DeepCNNWithJointCTCListenAttendSpellModel method)
(openspeech.models.deepspeech2.model.DeepSpeech2Model method)
(openspeech.models.jasper10x5.model.Jasper10x5Model method)
(openspeech.models.jasper5x3.model.Jasper5x3Model method)
(openspeech.models.joint_ctc_conformer_lstm.model.JointCTCConformerLSTMModel method)
(openspeech.models.joint_ctc_listen_attend_spell.model.JointCTCListenAttendSpellModel method)
(openspeech.models.joint_ctc_transformer.model.JointCTCTransformerModel method)
(openspeech.models.listen_attend_spell.model.ListenAttendSpellModel method)
(openspeech.models.listen_attend_spell_with_location_aware.model.ListenAttendSpellWithLocationAwareModel method)
(openspeech.models.listen_attend_spell_with_multi_head.model.ListenAttendSpellWithMultiHeadModel method)
(openspeech.models.openspeech_ctc_model.OpenspeechCTCModel method)
(openspeech.models.openspeech_encoder_decoder_model.OpenspeechEncoderDecoderModel method)
(openspeech.models.openspeech_model.OpenspeechModel method)
(openspeech.models.openspeech_transducer_model.OpenspeechTransducerModel method)
(openspeech.models.quartznet10x5.model.QuartzNet10x5Model method)
(openspeech.models.quartznet15x5.model.QuartzNet15x5Model method)
(openspeech.models.quartznet5x5.model.QuartzNet5x5Model method)
(openspeech.models.rnn_transducer.model.RNNTransducerModel method)
(openspeech.models.transformer.model.TransformerModel method)
(openspeech.models.transformer_transducer.model.TransformerTransducerModel method)
(openspeech.models.transformer_with_ctc.model.TransformerWithCTCModel method)
(openspeech.models.vgg_transformer.model.VGGTransformerModel method)
(openspeech.modules.conformer_attention_module.MultiHeadedSelfAttentionModule method)
(openspeech.modules.conformer_convolution_module.ConformerConvModule method)
(openspeech.modules.conformer_feed_forward_module.FeedForwardModule method)
(openspeech.modules.conv2d_extractor.Conv2dExtractor method)
(openspeech.modules.conv2d_subsampling.Conv2dSubsampling method)
(openspeech.modules.deepspeech2_extractor.DeepSpeech2Extractor method)
(openspeech.modules.jasper_block.JasperBlock method)
(openspeech.modules.jasper_subblock.JasperSubBlock method)
(openspeech.modules.mask_conv1d.MaskConv1d method)
(openspeech.modules.quartznet_block.QuartzNetBlock method)
(openspeech.modules.transformer_embedding.TransformerEmbedding method)
(openspeech.modules.vgg_extractor.VGGExtractor method)
(openspeech.search.beam_search_ctc.BeamSearchCTC method)
(openspeech.search.beam_search_lstm.BeamSearchLSTM method)
G
get_attn_pad_mask() (in module openspeech.modules.mask)
GLU (class in openspeech.modules.glu)
J
Jasper (class in openspeech.encoders.jasper)
Jasper10x5Config (class in openspeech.models.jasper10x5.configurations)
Jasper10x5Model (class in openspeech.models.jasper10x5.model)
Jasper5x3Config (class in openspeech.models.jasper5x3.configurations)
Jasper5x3Model (class in openspeech.models.jasper5x3.model)
JasperBlock (class in openspeech.modules.jasper_block)
JasperSubBlock (class in openspeech.modules.jasper_subblock)
joint() (openspeech.models.openspeech_transducer_model.OpenspeechTransducerModel method)
JointCTCConformerLSTMConfigs (class in openspeech.models.joint_ctc_conformer_lstm.configurations)
JointCTCConformerLSTMModel (class in openspeech.models.joint_ctc_conformer_lstm.model)
JointCTCCrossEntropyLoss (class in openspeech.criterion.joint_ctc_cross_entropy.joint_ctc_cross_entropy)
JointCTCCrossEntropyLossConfigs (class in openspeech.criterion.joint_ctc_cross_entropy.configuration)
JointCTCListenAttendSpellConfigs (class in openspeech.models.joint_ctc_listen_attend_spell.configurations)
JointCTCListenAttendSpellModel (class in openspeech.models.joint_ctc_listen_attend_spell.model)
JointCTCTransformerConfigs (class in openspeech.models.joint_ctc_transformer.configurations)
JointCTCTransformerModel (class in openspeech.models.joint_ctc_transformer.model)
K
KSPONSPEECH_TRAIN_NUM (openspeech.datasets.ksponspeech.lit_data_module.LightningKsponSpeechDataModule attribute)
KsponSpeechCharacterVocabConfigs (class in openspeech.vocabs.ksponspeech.character)
KsponSpeechCharacterVocabulary (class in openspeech.vocabs.ksponspeech.character)
KsponSpeechGraphemeVocabConfigs (class in openspeech.vocabs.ksponspeech.grapheme)
KsponSpeechGraphemeVocabulary (class in openspeech.vocabs.ksponspeech.grapheme)
KsponSpeechSubwordVocabConfigs (class in openspeech.vocabs.ksponspeech.subword)
KsponSpeechSubwordVocabulary (class in openspeech.vocabs.ksponspeech.subword)
L
label_to_string() (openspeech.vocabs.aishell.character.AIShellCharacterVocabulary method)
(openspeech.vocabs.ksponspeech.character.KsponSpeechCharacterVocabulary method)
(openspeech.vocabs.ksponspeech.grapheme.KsponSpeechGraphemeVocabulary method)
(openspeech.vocabs.ksponspeech.subword.KsponSpeechSubwordVocabulary method)
(openspeech.vocabs.librispeech.character.LibriSpeechCharacterVocabulary method)
LabelSmoothedCrossEntropyLoss (class in openspeech.criterion.label_smoothed_cross_entropy.label_smoothed_cross_entropy)
LabelSmoothedCrossEntropyLossConfigs (class in openspeech.criterion.label_smoothed_cross_entropy.configuration)
LearningRateScheduler (class in openspeech.optim.scheduler.lr_scheduler)
LibriSpeechCharacterVocabConfigs (class in openspeech.vocabs.librispeech.character)
LibriSpeechCharacterVocabulary (class in openspeech.vocabs.librispeech.character)
LibriSpeechSubwordVocabConfigs (class in openspeech.vocabs.librispeech.subword)
LibriSpeechSubwordVocabulary (class in openspeech.vocabs.librispeech.subword)
LightningAIShellDataModule (class in openspeech.datasets.aishell.lit_data_module)
LightningKsponSpeechDataModule (class in openspeech.datasets.ksponspeech.lit_data_module)
LightningLibriSpeechDataModule (class in openspeech.datasets.librispeech.lit_data_module)
Linear (class in openspeech.modules.wrapper)
ListenAttendSpellConfigs (class in openspeech.models.listen_attend_spell.configurations)
ListenAttendSpellModel (class in openspeech.models.listen_attend_spell.model)
ListenAttendSpellWithLocationAwareConfigs (class in openspeech.models.listen_attend_spell_with_location_aware.configurations)
ListenAttendSpellWithLocationAwareModel (class in openspeech.models.listen_attend_spell_with_location_aware.model)
ListenAttendSpellWithMultiHeadConfigs (class in openspeech.models.listen_attend_spell_with_multi_head.configurations)
ListenAttendSpellWithMultiHeadModel (class in openspeech.models.listen_attend_spell_with_multi_head.model)
load_audio() (in module openspeech.data.audio.load)
load_vocab() (openspeech.vocabs.aishell.character.AIShellCharacterVocabulary method)
(openspeech.vocabs.ksponspeech.character.KsponSpeechCharacterVocabulary method)
(openspeech.vocabs.ksponspeech.grapheme.KsponSpeechGraphemeVocabulary method)
(openspeech.vocabs.librispeech.character.LibriSpeechCharacterVocabulary method)
LocationAwareAttention (class in openspeech.modules.location_aware_attention)
log_steps() (openspeech.models.openspeech_model.OpenspeechModel method)
LSTMDecoder (class in openspeech.decoders.lstm_decoder)
LSTMEncoder (class in openspeech.encoders.lstm_encoder)
M
MaskConv1d (class in openspeech.modules.mask_conv1d)
MaskConv2d (class in openspeech.modules.mask_conv2d)
MelSpectrogramConfigs (class in openspeech.data.audio.melspectrogram.configuration)
,
[1]
MelSpectrogramFeatureTransform (class in openspeech.data.audio.melspectrogram.melspectrogram)
,
[1]
metric() (openspeech.metrics.CharacterErrorRate method)
(openspeech.metrics.WordErrorRate method)
MFCCConfigs (class in openspeech.data.audio.mfcc.configuration)
MFCCFeatureTransform (class in openspeech.data.audio.mfcc.mfcc)
module
openspeech.criterion.cross_entropy.configuration
openspeech.criterion.cross_entropy.cross_entropy
openspeech.criterion.ctc.configuration
openspeech.criterion.ctc.ctc
openspeech.criterion.joint_ctc_cross_entropy.configuration
openspeech.criterion.joint_ctc_cross_entropy.joint_ctc_cross_entropy
openspeech.criterion.label_smoothed_cross_entropy.configuration
openspeech.criterion.label_smoothed_cross_entropy.label_smoothed_cross_entropy
openspeech.criterion.transducer.configuration
openspeech.criterion.transducer.transducer
openspeech.data.audio.augment
openspeech.data.audio.filter_bank.configuration
openspeech.data.audio.filter_bank.filter_bank
openspeech.data.audio.load
openspeech.data.audio.melspectrogram.configuration
,
[1]
openspeech.data.audio.melspectrogram.melspectrogram
,
[1]
openspeech.data.audio.mfcc.configuration
openspeech.data.audio.mfcc.mfcc
openspeech.data.audio.spectrogram.configuration
,
[1]
openspeech.data.audio.spectrogram.spectrogram
,
[1]
openspeech.data.data_loader
openspeech.data.dataset
openspeech.datasets.aishell.lit_data_module
openspeech.datasets.ksponspeech.lit_data_module
openspeech.datasets.librispeech.lit_data_module
openspeech.decoders.lstm_decoder
openspeech.decoders.openspeech_decoder
openspeech.decoders.rnn_transducer_decoder
openspeech.decoders.transformer_decoder
openspeech.decoders.transformer_transducer_decoder
openspeech.encoders.conformer_encoder
openspeech.encoders.convolutional_lstm_encoder
openspeech.encoders.convolutional_transformer_encoder
openspeech.encoders.deepspeech2
openspeech.encoders.jasper
openspeech.encoders.lstm_encoder
openspeech.encoders.openspeech_encoder
openspeech.encoders.quartznet
openspeech.encoders.rnn_transducer_encoder
openspeech.encoders.transformer_encoder
openspeech.encoders.transformer_transducer_encoder
openspeech.metrics
openspeech.models.conformer.configurations
openspeech.models.conformer.model
openspeech.models.conformer_lstm.configurations
openspeech.models.conformer_lstm.model
openspeech.models.conformer_transducer.configurations
openspeech.models.conformer_transducer.model
openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.configurations
openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model
openspeech.models.deepspeech2.configurations
openspeech.models.deepspeech2.model
openspeech.models.jasper10x5.configurations
openspeech.models.jasper10x5.model
openspeech.models.jasper5x3.configurations
openspeech.models.jasper5x3.model
openspeech.models.joint_ctc_conformer_lstm.configurations
openspeech.models.joint_ctc_conformer_lstm.model
openspeech.models.joint_ctc_listen_attend_spell.configurations
openspeech.models.joint_ctc_listen_attend_spell.model
openspeech.models.joint_ctc_transformer.configurations
openspeech.models.joint_ctc_transformer.model
openspeech.models.listen_attend_spell.configurations
openspeech.models.listen_attend_spell.model
openspeech.models.listen_attend_spell_with_location_aware.configurations
openspeech.models.listen_attend_spell_with_location_aware.model
openspeech.models.listen_attend_spell_with_multi_head.configurations
openspeech.models.listen_attend_spell_with_multi_head.model
openspeech.models.openspeech_ctc_model
openspeech.models.openspeech_encoder_decoder_model
openspeech.models.openspeech_model
openspeech.models.openspeech_transducer_model
openspeech.models.quartznet10x5.configurations
openspeech.models.quartznet10x5.model
openspeech.models.quartznet15x5.configurations
openspeech.models.quartznet15x5.model
openspeech.models.quartznet5x5.configurations
openspeech.models.quartznet5x5.model
openspeech.models.rnn_transducer.configurations
openspeech.models.rnn_transducer.model
openspeech.models.transformer.configurations
openspeech.models.transformer.model
openspeech.models.transformer_transducer.configurations
openspeech.models.transformer_transducer.model
openspeech.models.transformer_with_ctc.configurations
openspeech.models.transformer_with_ctc.model
openspeech.models.vgg_transformer.configurations
openspeech.models.vgg_transformer.model
openspeech.modules.add_normalization
openspeech.modules.additive_attention
openspeech.modules.batchnorm_relu_rnn
openspeech.modules.conformer_attention_module
openspeech.modules.conformer_block
openspeech.modules.conformer_convolution_module
openspeech.modules.conformer_feed_forward_module
openspeech.modules.conv2d_extractor
openspeech.modules.conv2d_subsampling
openspeech.modules.conv_base
openspeech.modules.conv_group_shuffle
openspeech.modules.deepspeech2_extractor
openspeech.modules.depthwise_conv1d
openspeech.modules.dot_product_attention
openspeech.modules.glu
openspeech.modules.jasper_block
openspeech.modules.jasper_subblock
openspeech.modules.location_aware_attention
openspeech.modules.mask
openspeech.modules.mask_conv1d
openspeech.modules.mask_conv2d
openspeech.modules.multi_head_attention
openspeech.modules.pointwise_conv1d
openspeech.modules.positional_encoding
openspeech.modules.positionwise_feed_forward
openspeech.modules.quartznet_block
openspeech.modules.quartznet_subblock
openspeech.modules.relative_multi_head_attention
openspeech.modules.residual_connection_module
openspeech.modules.swish
openspeech.modules.time_channel_separable_conv1d
openspeech.modules.transformer_embedding
openspeech.modules.vgg_extractor
openspeech.modules.wrapper
openspeech.optim.optimizer
openspeech.optim.scheduler.lr_scheduler
openspeech.optim.scheduler.reduce_lr_on_plateau_scheduler
openspeech.optim.scheduler.transformer_lr_scheduler
openspeech.optim.scheduler.tri_stage_lr_scheduler
openspeech.optim.scheduler.warmup_reduce_lr_on_plateau_scheduler
openspeech.optim.scheduler.warmup_scheduler
openspeech.search.base
openspeech.search.beam_search_ctc
openspeech.search.beam_search_lstm
openspeech.search.beam_search_transformer
openspeech.vocabs.aishell.character
openspeech.vocabs.ksponspeech.character
openspeech.vocabs.ksponspeech.grapheme
openspeech.vocabs.ksponspeech.subword
openspeech.vocabs.librispeech.character
openspeech.vocabs.librispeech.subword
openspeech.vocabs.vocab
MultiHeadAttention (class in openspeech.modules.multi_head_attention)
MultiHeadedSelfAttentionModule (class in openspeech.modules.conformer_attention_module)
N
NoiseInjector (class in openspeech.data.audio.augment)
O
openspeech.criterion.cross_entropy.configuration
module
openspeech.criterion.cross_entropy.cross_entropy
module
openspeech.criterion.ctc.configuration
module
openspeech.criterion.ctc.ctc
module
openspeech.criterion.joint_ctc_cross_entropy.configuration
module
openspeech.criterion.joint_ctc_cross_entropy.joint_ctc_cross_entropy
module
openspeech.criterion.label_smoothed_cross_entropy.configuration
module
openspeech.criterion.label_smoothed_cross_entropy.label_smoothed_cross_entropy
module
openspeech.criterion.transducer.configuration
module
openspeech.criterion.transducer.transducer
module
openspeech.data.audio.augment
module
openspeech.data.audio.filter_bank.configuration
module
openspeech.data.audio.filter_bank.filter_bank
module
openspeech.data.audio.load
module
openspeech.data.audio.melspectrogram.configuration
module
,
[1]
openspeech.data.audio.melspectrogram.melspectrogram
module
,
[1]
openspeech.data.audio.mfcc.configuration
module
openspeech.data.audio.mfcc.mfcc
module
openspeech.data.audio.spectrogram.configuration
module
,
[1]
openspeech.data.audio.spectrogram.spectrogram
module
,
[1]
openspeech.data.data_loader
module
openspeech.data.dataset
module
openspeech.datasets.aishell.lit_data_module
module
openspeech.datasets.ksponspeech.lit_data_module
module
openspeech.datasets.librispeech.lit_data_module
module
openspeech.decoders.lstm_decoder
module
openspeech.decoders.openspeech_decoder
module
openspeech.decoders.rnn_transducer_decoder
module
openspeech.decoders.transformer_decoder
module
openspeech.decoders.transformer_transducer_decoder
module
openspeech.encoders.conformer_encoder
module
openspeech.encoders.convolutional_lstm_encoder
module
openspeech.encoders.convolutional_transformer_encoder
module
openspeech.encoders.deepspeech2
module
openspeech.encoders.jasper
module
openspeech.encoders.lstm_encoder
module
openspeech.encoders.openspeech_encoder
module
openspeech.encoders.quartznet
module
openspeech.encoders.rnn_transducer_encoder
module
openspeech.encoders.transformer_encoder
module
openspeech.encoders.transformer_transducer_encoder
module
openspeech.metrics
module
openspeech.models.conformer.configurations
module
openspeech.models.conformer.model
module
openspeech.models.conformer_lstm.configurations
module
openspeech.models.conformer_lstm.model
module
openspeech.models.conformer_transducer.configurations
module
openspeech.models.conformer_transducer.model
module
openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.configurations
module
openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model
module
openspeech.models.deepspeech2.configurations
module
openspeech.models.deepspeech2.model
module
openspeech.models.jasper10x5.configurations
module
openspeech.models.jasper10x5.model
module
openspeech.models.jasper5x3.configurations
module
openspeech.models.jasper5x3.model
module
openspeech.models.joint_ctc_conformer_lstm.configurations
module
openspeech.models.joint_ctc_conformer_lstm.model
module
openspeech.models.joint_ctc_listen_attend_spell.configurations
module
openspeech.models.joint_ctc_listen_attend_spell.model
module
openspeech.models.joint_ctc_transformer.configurations
module
openspeech.models.joint_ctc_transformer.model
module
openspeech.models.listen_attend_spell.configurations
module
openspeech.models.listen_attend_spell.model
module
openspeech.models.listen_attend_spell_with_location_aware.configurations
module
openspeech.models.listen_attend_spell_with_location_aware.model
module
openspeech.models.listen_attend_spell_with_multi_head.configurations
module
openspeech.models.listen_attend_spell_with_multi_head.model
module
openspeech.models.openspeech_ctc_model
module
openspeech.models.openspeech_encoder_decoder_model
module
openspeech.models.openspeech_model
module
openspeech.models.openspeech_transducer_model
module
openspeech.models.quartznet10x5.configurations
module
openspeech.models.quartznet10x5.model
module
openspeech.models.quartznet15x5.configurations
module
openspeech.models.quartznet15x5.model
module
openspeech.models.quartznet5x5.configurations
module
openspeech.models.quartznet5x5.model
module
openspeech.models.rnn_transducer.configurations
module
openspeech.models.rnn_transducer.model
module
openspeech.models.transformer.configurations
module
openspeech.models.transformer.model
module
openspeech.models.transformer_transducer.configurations
module
openspeech.models.transformer_transducer.model
module
openspeech.models.transformer_with_ctc.configurations
module
openspeech.models.transformer_with_ctc.model
module
openspeech.models.vgg_transformer.configurations
module
openspeech.models.vgg_transformer.model
module
openspeech.modules.add_normalization
module
openspeech.modules.additive_attention
module
openspeech.modules.batchnorm_relu_rnn
module
openspeech.modules.conformer_attention_module
module
openspeech.modules.conformer_block
module
openspeech.modules.conformer_convolution_module
module
openspeech.modules.conformer_feed_forward_module
module
openspeech.modules.conv2d_extractor
module
openspeech.modules.conv2d_subsampling
module
openspeech.modules.conv_base
module
openspeech.modules.conv_group_shuffle
module
openspeech.modules.deepspeech2_extractor
module
openspeech.modules.depthwise_conv1d
module
openspeech.modules.dot_product_attention
module
openspeech.modules.glu
module
openspeech.modules.jasper_block
module
openspeech.modules.jasper_subblock
module
openspeech.modules.location_aware_attention
module
openspeech.modules.mask
module
openspeech.modules.mask_conv1d
module
openspeech.modules.mask_conv2d
module
openspeech.modules.multi_head_attention
module
openspeech.modules.pointwise_conv1d
module
openspeech.modules.positional_encoding
module
openspeech.modules.positionwise_feed_forward
module
openspeech.modules.quartznet_block
module
openspeech.modules.quartznet_subblock
module
openspeech.modules.relative_multi_head_attention
module
openspeech.modules.residual_connection_module
module
openspeech.modules.swish
module
openspeech.modules.time_channel_separable_conv1d
module
openspeech.modules.transformer_embedding
module
openspeech.modules.vgg_extractor
module
openspeech.modules.wrapper
module
openspeech.optim.optimizer
module
openspeech.optim.scheduler.lr_scheduler
module
openspeech.optim.scheduler.reduce_lr_on_plateau_scheduler
module
openspeech.optim.scheduler.transformer_lr_scheduler
module
openspeech.optim.scheduler.tri_stage_lr_scheduler
module
openspeech.optim.scheduler.warmup_reduce_lr_on_plateau_scheduler
module
openspeech.optim.scheduler.warmup_scheduler
module
openspeech.search.base
module
openspeech.search.beam_search_ctc
module
openspeech.search.beam_search_lstm
module
openspeech.search.beam_search_transformer
module
openspeech.vocabs.aishell.character
module
openspeech.vocabs.ksponspeech.character
module
openspeech.vocabs.ksponspeech.grapheme
module
openspeech.vocabs.ksponspeech.subword
module
openspeech.vocabs.librispeech.character
module
openspeech.vocabs.librispeech.subword
module
openspeech.vocabs.vocab
module
OpenspeechBeamSearchBase (class in openspeech.search.base)
OpenspeechCTCModel (class in openspeech.models.openspeech_ctc_model)
OpenspeechDecoder (class in openspeech.decoders.openspeech_decoder)
OpenspeechEncoder (class in openspeech.encoders.openspeech_encoder)
OpenspeechEncoderDecoderModel (class in openspeech.models.openspeech_encoder_decoder_model)
OpenspeechModel (class in openspeech.models.openspeech_model)
OpenspeechTransducerModel (class in openspeech.models.openspeech_transducer_model)
Optimizer (class in openspeech.optim.optimizer)
P
PointwiseConv1d (class in openspeech.modules.pointwise_conv1d)
PositionalEncoding (class in openspeech.modules.positional_encoding)
PositionwiseFeedForward (class in openspeech.modules.positionwise_feed_forward)
prepare_data() (openspeech.datasets.aishell.lit_data_module.LightningAIShellDataModule method)
(openspeech.datasets.ksponspeech.lit_data_module.LightningKsponSpeechDataModule method)
(openspeech.datasets.librispeech.lit_data_module.LightningLibriSpeechDataModule method)
Q
QuartzNet (class in openspeech.encoders.quartznet)
QuartzNet10x5Configs (class in openspeech.models.quartznet10x5.configurations)
QuartzNet10x5Model (class in openspeech.models.quartznet10x5.model)
QuartzNet15x5Configs (class in openspeech.models.quartznet15x5.configurations)
QuartzNet15x5Model (class in openspeech.models.quartznet15x5.model)
QuartzNet5x5Configs (class in openspeech.models.quartznet5x5.configurations)
QuartzNet5x5Model (class in openspeech.models.quartznet5x5.model)
QuartzNetBlock (class in openspeech.modules.quartznet_block)
QuartzNetSubBlock (class in openspeech.modules.quartznet_subblock)
R
ReduceLROnPlateauConfigs (class in openspeech.optim.scheduler.reduce_lr_on_plateau_scheduler)
ReduceLROnPlateauScheduler (class in openspeech.optim.scheduler.reduce_lr_on_plateau_scheduler)
RelativeMultiHeadAttention (class in openspeech.modules.relative_multi_head_attention)
ResidualConnectionModule (class in openspeech.modules.residual_connection_module)
RNNTransducerConfigs (class in openspeech.models.rnn_transducer.configurations)
RNNTransducerDecoder (class in openspeech.decoders.rnn_transducer_decoder)
RNNTransducerEncoder (class in openspeech.encoders.rnn_transducer_encoder)
RNNTransducerModel (class in openspeech.models.rnn_transducer.model)
S
set_beam_decoder() (openspeech.models.conformer_lstm.model.ConformerLSTMModel method)
(openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model.DeepCNNWithJointCTCListenAttendSpellModel method)
(openspeech.models.joint_ctc_conformer_lstm.model.JointCTCConformerLSTMModel method)
(openspeech.models.joint_ctc_listen_attend_spell.model.JointCTCListenAttendSpellModel method)
(openspeech.models.joint_ctc_transformer.model.JointCTCTransformerModel method)
(openspeech.models.listen_attend_spell.model.ListenAttendSpellModel method)
(openspeech.models.listen_attend_spell_with_location_aware.model.ListenAttendSpellWithLocationAwareModel method)
(openspeech.models.listen_attend_spell_with_multi_head.model.ListenAttendSpellWithMultiHeadModel method)
(openspeech.models.openspeech_ctc_model.OpenspeechCTCModel method)
(openspeech.models.transformer.model.TransformerModel method)
(openspeech.models.vgg_transformer.model.VGGTransformerModel method)
setup() (openspeech.datasets.aishell.lit_data_module.LightningAIShellDataModule method)
(openspeech.datasets.ksponspeech.lit_data_module.LightningKsponSpeechDataModule method)
(openspeech.datasets.librispeech.lit_data_module.LightningLibriSpeechDataModule method)
SpecAugment (class in openspeech.data.audio.augment)
SpectrogramConfigs (class in openspeech.data.audio.spectrogram.configuration)
,
[1]
SpectrogramFeatureTransform (class in openspeech.data.audio.spectrogram.spectrogram)
,
[1]
SpeechToTextDataset (class in openspeech.data.dataset)
Swish (class in openspeech.modules.swish)
T
test_dataloader() (openspeech.datasets.aishell.lit_data_module.LightningAIShellDataModule method)
(openspeech.datasets.ksponspeech.lit_data_module.LightningKsponSpeechDataModule method)
(openspeech.datasets.librispeech.lit_data_module.LightningLibriSpeechDataModule method)
test_step() (openspeech.models.conformer.model.ConformerModel method)
(openspeech.models.conformer_lstm.model.ConformerLSTMModel method)
(openspeech.models.conformer_transducer.model.ConformerTransducerModel method)
(openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model.DeepCNNWithJointCTCListenAttendSpellModel method)
(openspeech.models.deepspeech2.model.DeepSpeech2Model method)
(openspeech.models.jasper10x5.model.Jasper10x5Model method)
(openspeech.models.jasper5x3.model.Jasper5x3Model method)
(openspeech.models.joint_ctc_conformer_lstm.model.JointCTCConformerLSTMModel method)
(openspeech.models.joint_ctc_listen_attend_spell.model.JointCTCListenAttendSpellModel method)
(openspeech.models.joint_ctc_transformer.model.JointCTCTransformerModel method)
(openspeech.models.listen_attend_spell.model.ListenAttendSpellModel method)
(openspeech.models.listen_attend_spell_with_location_aware.model.ListenAttendSpellWithLocationAwareModel method)
(openspeech.models.listen_attend_spell_with_multi_head.model.ListenAttendSpellWithMultiHeadModel method)
(openspeech.models.openspeech_ctc_model.OpenspeechCTCModel method)
(openspeech.models.openspeech_encoder_decoder_model.OpenspeechEncoderDecoderModel method)
(openspeech.models.openspeech_model.OpenspeechModel method)
(openspeech.models.openspeech_transducer_model.OpenspeechTransducerModel method)
(openspeech.models.quartznet10x5.model.QuartzNet10x5Model method)
(openspeech.models.quartznet15x5.model.QuartzNet15x5Model method)
(openspeech.models.quartznet5x5.model.QuartzNet5x5Model method)
(openspeech.models.rnn_transducer.model.RNNTransducerModel method)
(openspeech.models.transformer.model.TransformerModel method)
(openspeech.models.transformer_transducer.model.TransformerTransducerModel method)
(openspeech.models.transformer_with_ctc.model.TransformerWithCTCModel method)
(openspeech.models.vgg_transformer.model.VGGTransformerModel method)
TimeChannelSeparableConv1d (class in openspeech.modules.time_channel_separable_conv1d)
TimeStretchAugment (class in openspeech.data.audio.augment)
train_dataloader() (openspeech.datasets.aishell.lit_data_module.LightningAIShellDataModule method)
(openspeech.datasets.ksponspeech.lit_data_module.LightningKsponSpeechDataModule method)
(openspeech.datasets.librispeech.lit_data_module.LightningLibriSpeechDataModule method)
training_step() (openspeech.models.conformer.model.ConformerModel method)
(openspeech.models.conformer_lstm.model.ConformerLSTMModel method)
(openspeech.models.conformer_transducer.model.ConformerTransducerModel method)
(openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model.DeepCNNWithJointCTCListenAttendSpellModel method)
(openspeech.models.deepspeech2.model.DeepSpeech2Model method)
(openspeech.models.jasper10x5.model.Jasper10x5Model method)
(openspeech.models.jasper5x3.model.Jasper5x3Model method)
(openspeech.models.joint_ctc_conformer_lstm.model.JointCTCConformerLSTMModel method)
(openspeech.models.joint_ctc_listen_attend_spell.model.JointCTCListenAttendSpellModel method)
(openspeech.models.joint_ctc_transformer.model.JointCTCTransformerModel method)
(openspeech.models.listen_attend_spell.model.ListenAttendSpellModel method)
(openspeech.models.listen_attend_spell_with_location_aware.model.ListenAttendSpellWithLocationAwareModel method)
(openspeech.models.listen_attend_spell_with_multi_head.model.ListenAttendSpellWithMultiHeadModel method)
(openspeech.models.openspeech_ctc_model.OpenspeechCTCModel method)
(openspeech.models.openspeech_encoder_decoder_model.OpenspeechEncoderDecoderModel method)
(openspeech.models.openspeech_model.OpenspeechModel method)
(openspeech.models.openspeech_transducer_model.OpenspeechTransducerModel method)
(openspeech.models.quartznet10x5.model.QuartzNet10x5Model method)
(openspeech.models.quartznet15x5.model.QuartzNet15x5Model method)
(openspeech.models.quartznet5x5.model.QuartzNet5x5Model method)
(openspeech.models.rnn_transducer.model.RNNTransducerModel method)
(openspeech.models.transformer.model.TransformerModel method)
(openspeech.models.transformer_transducer.model.TransformerTransducerModel method)
(openspeech.models.transformer_with_ctc.model.TransformerWithCTCModel method)
(openspeech.models.vgg_transformer.model.VGGTransformerModel method)
TransducerLoss (class in openspeech.criterion.transducer.transducer)
TransducerLossConfigs (class in openspeech.criterion.transducer.configuration)
TransformerConfigs (class in openspeech.models.transformer.configurations)
TransformerDecoder (class in openspeech.decoders.transformer_decoder)
TransformerDecoderLayer (class in openspeech.decoders.transformer_decoder)
TransformerEmbedding (class in openspeech.modules.transformer_embedding)
TransformerEncoder (class in openspeech.encoders.transformer_encoder)
TransformerEncoderLayer (class in openspeech.encoders.transformer_encoder)
TransformerLRScheduler (class in openspeech.optim.scheduler.transformer_lr_scheduler)
TransformerLRSchedulerConfigs (class in openspeech.optim.scheduler.transformer_lr_scheduler)
TransformerModel (class in openspeech.models.transformer.model)
TransformerTransducerConfigs (class in openspeech.models.transformer_transducer.configurations)
TransformerTransducerDecoder (class in openspeech.decoders.transformer_transducer_decoder)
TransformerTransducerEncoder (class in openspeech.encoders.transformer_transducer_encoder)
TransformerTransducerEncoderLayer (class in openspeech.encoders.transformer_transducer_encoder)
TransformerTransducerModel (class in openspeech.models.transformer_transducer.model)
TransformerWithCTCConfigs (class in openspeech.models.transformer_with_ctc.configurations)
TransformerWithCTCModel (class in openspeech.models.transformer_with_ctc.model)
Transpose (class in openspeech.modules.wrapper)
TriStageLRScheduler (class in openspeech.optim.scheduler.tri_stage_lr_scheduler)
TriStageLRSchedulerConfigs (class in openspeech.optim.scheduler.tri_stage_lr_scheduler)
U
update_dropout() (openspeech.decoders.openspeech_decoder.OpenspeechDecoder method)
(openspeech.encoders.deepspeech2.DeepSpeech2 method)
(openspeech.encoders.jasper.Jasper method)
(openspeech.encoders.openspeech_encoder.OpenspeechEncoder method)
V
val_dataloader() (openspeech.datasets.aishell.lit_data_module.LightningAIShellDataModule method)
(openspeech.datasets.ksponspeech.lit_data_module.LightningKsponSpeechDataModule method)
(openspeech.datasets.librispeech.lit_data_module.LightningLibriSpeechDataModule method)
validation_epoch_end() (openspeech.models.openspeech_model.OpenspeechModel method)
validation_step() (openspeech.models.conformer.model.ConformerModel method)
(openspeech.models.conformer_lstm.model.ConformerLSTMModel method)
(openspeech.models.conformer_transducer.model.ConformerTransducerModel method)
(openspeech.models.deep_cnn_with_joint_ctc_listen_attend_spell.model.DeepCNNWithJointCTCListenAttendSpellModel method)
(openspeech.models.deepspeech2.model.DeepSpeech2Model method)
(openspeech.models.jasper10x5.model.Jasper10x5Model method)
(openspeech.models.jasper5x3.model.Jasper5x3Model method)
(openspeech.models.joint_ctc_conformer_lstm.model.JointCTCConformerLSTMModel method)
(openspeech.models.joint_ctc_listen_attend_spell.model.JointCTCListenAttendSpellModel method)
(openspeech.models.joint_ctc_transformer.model.JointCTCTransformerModel method)
(openspeech.models.listen_attend_spell.model.ListenAttendSpellModel method)
(openspeech.models.listen_attend_spell_with_location_aware.model.ListenAttendSpellWithLocationAwareModel method)
(openspeech.models.listen_attend_spell_with_multi_head.model.ListenAttendSpellWithMultiHeadModel method)
(openspeech.models.openspeech_ctc_model.OpenspeechCTCModel method)
(openspeech.models.openspeech_encoder_decoder_model.OpenspeechEncoderDecoderModel method)
(openspeech.models.openspeech_model.OpenspeechModel method)
(openspeech.models.openspeech_transducer_model.OpenspeechTransducerModel method)
(openspeech.models.quartznet10x5.model.QuartzNet10x5Model method)
(openspeech.models.quartznet15x5.model.QuartzNet15x5Model method)
(openspeech.models.quartznet5x5.model.QuartzNet5x5Model method)
(openspeech.models.rnn_transducer.model.RNNTransducerModel method)
(openspeech.models.transformer.model.TransformerModel method)
(openspeech.models.transformer_transducer.model.TransformerTransducerModel method)
(openspeech.models.transformer_with_ctc.model.TransformerWithCTCModel method)
(openspeech.models.vgg_transformer.model.VGGTransformerModel method)
VGGExtractor (class in openspeech.modules.vgg_extractor)
VGGTransformerConfigs (class in openspeech.models.vgg_transformer.configurations)
VGGTransformerModel (class in openspeech.models.vgg_transformer.model)
View (class in openspeech.modules.wrapper)
Vocabulary (class in openspeech.vocabs.vocab)
W
WarmupLRScheduler (class in openspeech.optim.scheduler.warmup_scheduler)
WarmupLRSchedulerConfigs (class in openspeech.optim.scheduler.warmup_scheduler)
WarmupReduceLROnPlateauConfigs (class in openspeech.optim.scheduler.warmup_reduce_lr_on_plateau_scheduler)
WarmupReduceLROnPlateauScheduler (class in openspeech.optim.scheduler.warmup_reduce_lr_on_plateau_scheduler)
WordErrorRate (class in openspeech.metrics)