ttslearn
0.2.2
Demo
Quick start
Advanced TTS demos
Demo server (with streamlit)
Chapters
第4章 Python による音声信号処理
第5章 深層学習に基づく統計的パラメトリック音声合成
第6章: 日本語 DNN 音声合成システムの実装
第7章 WaveNet: 深層学習に基づく音声波形の生成モデル
第8章 日本語 WaveNet 音声合成システムの実装
第9章 Tacotron 2: 一貫学習を狙った音声合成
第10章 日本語Tacotronに基づく音声合成システムの実装
Core modules
ttslearn.dsp
ttslearn.dnntts
ttslearn.wavenet
ttslearn.tacotron
Helpers
ttslearn.pretrained
ttslearn.util
ttslearn.train_util
Advanced topics
Extra recipes
ttslearn.contrib
Meta information
Change log
ttslearn
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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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I
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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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R
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S
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T
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U
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W
_
__getitem__() (ttslearn.contrib.multispk_util.Dataset method)
(ttslearn.train_util.Dataset method)
__len__() (ttslearn.contrib.multispk_util.Dataset method)
(ttslearn.train_util.Dataset method)
B
BahdanauAttention (class in ttslearn.tacotron.attention)
C
clear_buffer() (ttslearn.wavenet.modules.ResSkipBlock method)
(ttslearn.wavenet.wavenet.WaveNet method)
collate_fn_dnntts() (in module ttslearn.train_util)
collate_fn_ms_tacotron() (in module ttslearn.contrib.multispk_util)
collate_fn_tacotron() (in module ttslearn.train_util)
collate_fn_wavenet() (in module ttslearn.train_util)
compute_delta() (in module ttslearn.dsp)
ConvInUpsampleNetwork (class in ttslearn.wavenet.upsample)
create_tts_engine() (in module ttslearn.pretrained)
D
Dataset (class in ttslearn.contrib.multispk_util)
(class in ttslearn.train_util)
Decoder (class in ttslearn.tacotron.decoder)
DNN (class in ttslearn.dnntts.model)
DNNTTS (class in ttslearn.dnntts.tts)
dynamic_import() (in module ttslearn.util)
E
Encoder (class in ttslearn.tacotron.encoder)
example_audio_file() (in module ttslearn.util)
example_label_file() (in module ttslearn.util)
example_qst_file() (in module ttslearn.util)
F
f0_to_lf0() (in module ttslearn.dsp)
find_feats() (in module ttslearn.util)
find_lab() (in module ttslearn.util)
forward() (ttslearn.contrib.multispk_tacotron2.MultiSpkTacotron2 method)
(ttslearn.dnntts.model.DNN method)
(ttslearn.dnntts.model.LSTMRNN method)
(ttslearn.tacotron.attention.BahdanauAttention method)
(ttslearn.tacotron.attention.LocationSensitiveAttention method)
(ttslearn.tacotron.decoder.Decoder method)
(ttslearn.tacotron.decoder.Prenet method)
(ttslearn.tacotron.encoder.Encoder method)
(ttslearn.tacotron.postnet.Postnet method)
(ttslearn.tacotron.tacotron2.Tacotron2 method)
(ttslearn.wavenet.modules.ResSkipBlock method)
(ttslearn.wavenet.upsample.ConvInUpsampleNetwork method)
(ttslearn.wavenet.upsample.RepeatUpsampling method)
(ttslearn.wavenet.upsample.UpsampleNetwork method)
(ttslearn.wavenet.wavenet.WaveNet method)
G
gen_waveform() (in module ttslearn.dnntts.gen)
(in module ttslearn.wavenet.gen)
get_available_model_ids() (in module ttslearn.pretrained)
get_data_loaders() (in module ttslearn.contrib.multispk_util)
(in module ttslearn.train_util)
get_epochs_with_optional_tqdm() (in module ttslearn.train_util)
get_static_features() (in module ttslearn.dnntts.multistream)
get_static_stream_sizes() (in module ttslearn.dnntts.multistream)
get_windows() (in module ttslearn.dnntts.multistream)
I
incremental_forward() (ttslearn.wavenet.modules.ResSkipBlock method)
inference() (ttslearn.contrib.multispk_tacotron2.MultiSpkTacotron2 method)
(ttslearn.tacotron.tacotron2.Tacotron2 method)
(ttslearn.wavenet.wavenet.WaveNet method)
init_seed() (in module ttslearn.util)
inv_mulaw() (in module ttslearn.dsp)
inv_mulaw_quantize() (in module ttslearn.dsp)
L
lab2phonemes() (in module ttslearn.util)
lf0_to_f0() (in module ttslearn.dsp)
load_utt_list() (in module ttslearn.util)
LocationSensitiveAttention (class in ttslearn.tacotron.attention)
logmelspectrogram() (in module ttslearn.dsp)
logmelspectrogram_to_audio() (in module ttslearn.dsp)
logspectrogram() (in module ttslearn.dsp)
LSTMRNN (class in ttslearn.dnntts.model)
M
make_non_pad_mask() (in module ttslearn.util)
make_pad_mask() (in module ttslearn.util)
module
ttslearn.contrib.multispk_tacotron2
ttslearn.contrib.multispk_util
ttslearn.contrib.tacotron2_pwg
ttslearn.dnntts
ttslearn.dnntts.gen
ttslearn.dnntts.model
ttslearn.dnntts.multistream
ttslearn.dnntts.tts
ttslearn.dsp
ttslearn.pretrained
ttslearn.tacotron.attention
ttslearn.tacotron.decoder
ttslearn.tacotron.encoder
ttslearn.tacotron.frontend.openjtalk
ttslearn.tacotron.frontend.text
ttslearn.tacotron.gen
ttslearn.tacotron.postnet
ttslearn.tacotron.tacotron2
ttslearn.tacotron.tts
ttslearn.train_util
ttslearn.util
ttslearn.wavenet
ttslearn.wavenet.gen
ttslearn.wavenet.modules
ttslearn.wavenet.tts
ttslearn.wavenet.upsample
ttslearn.wavenet.wavenet
moving_average_() (in module ttslearn.train_util)
mulaw() (in module ttslearn.dsp)
mulaw_quantize() (in module ttslearn.dsp)
multi_stream_mlpg() (in module ttslearn.dnntts.multistream)
MultiSpkTacotron2 (class in ttslearn.contrib.multispk_tacotron2)
N
num_trainable_params() (in module ttslearn.train_util)
num_vocab() (in module ttslearn.tacotron.frontend.openjtalk)
(in module ttslearn.tacotron.frontend.text)
O
optional_tqdm() (in module ttslearn.util)
P
pad_1d() (in module ttslearn.util)
pad_2d() (in module ttslearn.util)
plot_2d_feats() (in module ttslearn.train_util)
plot_attention() (in module ttslearn.train_util)
Postnet (class in ttslearn.tacotron.postnet)
pp_symbols() (in module ttslearn.tacotron.frontend.openjtalk)
predict_acoustic() (in module ttslearn.dnntts.gen)
predict_duration() (in module ttslearn.dnntts.gen)
Prenet (class in ttslearn.tacotron.decoder)
R
receptive_field_size() (in module ttslearn.wavenet)
remove_weight_norm_() (ttslearn.wavenet.wavenet.WaveNet method)
RepeatUpsampling (class in ttslearn.wavenet.upsample)
reset() (ttslearn.tacotron.attention.BahdanauAttention method)
(ttslearn.tacotron.attention.LocationSensitiveAttention method)
ResSkipBlock (class in ttslearn.wavenet.modules)
retrieve_pretrained_model() (in module ttslearn.pretrained)
S
save_checkpoint() (in module ttslearn.train_util)
sequence_to_text() (in module ttslearn.tacotron.frontend.openjtalk)
(in module ttslearn.tacotron.frontend.text)
set_device() (ttslearn.contrib.tacotron2_pwg.Tacotron2PWGTTS method)
(ttslearn.dnntts.tts.DNNTTS method)
(ttslearn.tacotron.tts.Tacotron2TTS method)
(ttslearn.wavenet.tts.WaveNetTTS method)
setup() (in module ttslearn.contrib.multispk_util)
(in module ttslearn.train_util)
split_streams() (in module ttslearn.dnntts.multistream)
synthesis() (in module ttslearn.tacotron.gen)
synthesis_griffin_lim() (in module ttslearn.tacotron.gen)
T
Tacotron2 (class in ttslearn.tacotron.tacotron2)
Tacotron2PWGTTS (class in ttslearn.contrib.tacotron2_pwg)
Tacotron2TTS (class in ttslearn.tacotron.tts)
text_to_sequence() (in module ttslearn.tacotron.frontend.openjtalk)
(in module ttslearn.tacotron.frontend.text)
trim_silence() (in module ttslearn.util)
tts() (ttslearn.contrib.tacotron2_pwg.Tacotron2PWGTTS method)
(ttslearn.dnntts.tts.DNNTTS method)
(ttslearn.tacotron.tts.Tacotron2TTS method)
(ttslearn.wavenet.tts.WaveNetTTS method)
ttslearn.contrib.multispk_tacotron2
module
ttslearn.contrib.multispk_util
module
ttslearn.contrib.tacotron2_pwg
module
ttslearn.dnntts
module
ttslearn.dnntts.gen
module
ttslearn.dnntts.model
module
ttslearn.dnntts.multistream
module
ttslearn.dnntts.tts
module
ttslearn.dsp
module
ttslearn.pretrained
module
ttslearn.tacotron.attention
module
ttslearn.tacotron.decoder
module
ttslearn.tacotron.encoder
module
ttslearn.tacotron.frontend.openjtalk
module
ttslearn.tacotron.frontend.text
module
ttslearn.tacotron.gen
module
ttslearn.tacotron.postnet
module
ttslearn.tacotron.tacotron2
module
ttslearn.tacotron.tts
module
ttslearn.train_util
module
ttslearn.util
module
ttslearn.wavenet
module
ttslearn.wavenet.gen
module
ttslearn.wavenet.modules
module
ttslearn.wavenet.tts
module
ttslearn.wavenet.upsample
module
ttslearn.wavenet.wavenet
module
U
UpsampleNetwork (class in ttslearn.wavenet.upsample)
W
WaveNet (class in ttslearn.wavenet.wavenet)
WaveNetTTS (class in ttslearn.wavenet.tts)
world_log_f0_vuv() (in module ttslearn.dsp)
world_spss_params() (in module ttslearn.dsp)