Google Chrome SODA Offline Speech Recognition command line client
This is a proof of concept how to write code against the libsoda library found in the Chrome browser, which uses it for Live Transcribe.
It's not a full application, but it will write out a live transcription to stdout of audio fed through stdin using for example ALSA or SoX.
SoX for real-time audio is actually not real-time enough, and results in a lot of warning messages about a lagging pipeline. Good
results are obtained with ecasound.
Get a copy of libsoda from Chrome for your platform by enabling Live Caption (Chrome 90+, or a canary build). It should be somewhere in your profile directory then. Copy the shared library or DLL to the repo directory.
make
or on Windows:
make mingw
Testrun using Google TTS biemster/gtts:
Symlink libchrometts.so from the gtts repo directory here and run the following:
../gtts/gtts ../gtts/en-us/ "Full Text to Speech to Text pipeline!" | sox -tf32 -L -r22050 -c1 - -ts16 - | ./gasr --stream-delay
It should produce an output similar to this:
I1218 18:46:56.476600 31547 chrome_tts.cc:108] Init pipeline_path=./en-us/pipeline
I1218 18:46:56.476664 31547 tts_controller.cc:192] Reading ./en-us/pipeline as text file
I1218 18:46:56.479860 31547 data_source.cc:103] Opening data source "./en-us/acoustic_frame_config.pb" (as: FILE) ...
I1218 18:46:56.479903 31547 data_source.cc:110] ... Opened data source "./en-us/acoustic_frame_config.pb" of size 68
I1218 18:46:56.479978 31547 data_source.cc:103] Opening data source "./en-us/roman_numeral_android.far" (as: FILE) ...
I1218 18:46:56.479995 31547 data_source.cc:110] ... Opened data source "./en-us/roman_numeral_android.far" of size 2903
I1218 18:46:56.480014 31547 grm-manager.h:129] Loading FST archive from "./en-us/roman_numeral_android.far" ...
I1218 18:46:56.480142 31547 data_source.cc:103] Opening data source "./en-us/disambiguation_rules_en_us.pb" (as: FILE) ...
I1218 18:46:56.480160 31547 data_source.cc:110] ... Opened data source "./en-us/disambiguation_rules_en_us.pb" of size 311330
E1218 18:46:56.483696 31547 homograph_disambiguation_rules_data.cc:53] There are token-only rules for "ne" but there are also word-only rules for this key. The token rules will not be applied.
I1218 18:46:56.491837 31547 data_source.cc:103] Opening data source "./en-us/engine_config_en_us_x_greco_embedded_lstm.pb" (as: FILE) ...
I1218 18:46:56.492528 31547 data_source.cc:110] ... Opened data source "./en-us/engine_config_en_us_x_greco_embedded_lstm.pb" of size 446
I1218 18:46:56.492587 31547 data_source.cc:103] Opening data source "./en-us/mapping_grammar_en.far" (as: FILE) ...
I1218 18:46:56.492596 31547 data_source.cc:110] ... Opened data source "./en-us/mapping_grammar_en.far" of size 1071
I1218 18:46:56.492605 31547 grm-manager.h:129] Loading FST archive from "./en-us/mapping_grammar_en.far" ...
WARNING: Logging before InitGoogle() is written to STDERR
W1218 18:46:56.506150 31549 soda_async_impl.cc:231] Creating soda_impl
I1218 18:46:56.506286 31549 soda_impl.cc:275] Maximum audio history (ms): 30000
I1218 18:46:56.506309 31549 soda_impl.cc:304] Adding Resampler from 16000 to 16000
I1218 18:46:56.506430 31549 soda_impl.cc:482] Enabling power evaluator.
I1218 18:46:56.506439 31549 soda_impl.cc:492] Adding preamble processor.
I1218 18:46:56.506446 31549 soda_impl.cc:512] Enabling On Device ASR
I1218 18:46:56.506561 31549 terse_processor.cc:634] Config file: ./SODAModels/configs/ONDEVICE_MEDIUM_CONTINUOUS.config
I1218 18:46:56.506794 31549 terse_processor.cc:163] Loaded PipelineDef.
I1218 18:46:56.506808 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model.syms.compact
I1218 18:46:56.506825 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model.syms.compact
I1218 18:46:56.506836 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model.syms.compact
I1218 18:46:56.506846 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model.syms.compact
I1218 18:46:56.506994 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_dictation_frontend_params.mean_stddev
I1218 18:46:56.507004 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_dictation_frontend_params.mean_stddev
I1218 18:46:56.507016 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_dictation_frontend_params.mean_stddev
I1218 18:46:56.507021 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_dictation_frontend_params.mean_stddev
I1218 18:46:56.507073 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model.wpm.portable
I1218 18:46:56.507089 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model.wpm.portable
I1218 18:46:56.507100 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model.wpm.portable
I1218 18:46:56.507105 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model.wpm.portable
I1218 18:46:56.509747 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model.word_classifier
I1218 18:46:56.509894 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model.word_classifier
I1218 18:46:56.509897 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model.word_classifier
I1218 18:46:56.509902 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model.word_classifier
I1218 18:46:56.509955 31549 dir_path.cc:52] Checking FileExists: ./denorm/embedded_replace_annotated_punct_words_dash.mfar
I1218 18:46:56.509961 31549 dir_path.cc:57] Not Found FileExists: ./denorm/embedded_replace_annotated_punct_words_dash.mfar
I1218 18:46:56.509973 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/denorm/embedded_replace_annotated_punct_words_dash.mfar
I1218 18:46:56.509980 31549 dir_path.cc:54] Found FileExists: ./SODAModels/denorm/embedded_replace_annotated_punct_words_dash.mfar
I1218 18:46:56.510028 31549 dir_path.cc:52] Checking FileExists: ./denorm/embedded_fix_ampm.mfar
I1218 18:46:56.510044 31549 dir_path.cc:57] Not Found FileExists: ./denorm/embedded_fix_ampm.mfar
I1218 18:46:56.510056 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/denorm/embedded_fix_ampm.mfar
I1218 18:46:56.510061 31549 dir_path.cc:54] Found FileExists: ./SODAModels/denorm/embedded_fix_ampm.mfar
I1218 18:46:56.510093 31549 dir_path.cc:52] Checking FileExists: ./denorm/embedded_class_denorm.mfar
I1218 18:46:56.510108 31549 dir_path.cc:57] Not Found FileExists: ./denorm/embedded_class_denorm.mfar
I1218 18:46:56.510120 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/denorm/embedded_class_denorm.mfar
I1218 18:46:56.510126 31549 dir_path.cc:54] Found FileExists: ./SODAModels/denorm/embedded_class_denorm.mfar
I1218 18:46:56.510156 31549 dir_path.cc:52] Checking FileExists: ./denorm/embedded_normalizer.mfar
I1218 18:46:56.510162 31549 dir_path.cc:57] Not Found FileExists: ./denorm/embedded_normalizer.mfar
I1218 18:46:56.510166 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/denorm/embedded_normalizer.mfar
I1218 18:46:56.510172 31549 dir_path.cc:54] Found FileExists: ./SODAModels/denorm/embedded_normalizer.mfar
I1218 18:46:56.510219 31549 dir_path.cc:52] Checking FileExists: ./denorm/porn_normalizer_on_device.mfar
I1218 18:46:56.510226 31549 dir_path.cc:57] Not Found FileExists: ./denorm/porn_normalizer_on_device.mfar
I1218 18:46:56.510230 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/denorm/porn_normalizer_on_device.mfar
I1218 18:46:56.510235 31549 dir_path.cc:54] Found FileExists: ./SODAModels/denorm/porn_normalizer_on_device.mfar
I1218 18:46:56.510290 31549 dir_path.cc:52] Checking FileExists: ./acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_model
I1218 18:46:56.510298 31549 dir_path.cc:57] Not Found FileExists: ./acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_model
I1218 18:46:56.510302 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_model
I1218 18:46:56.510308 31549 dir_path.cc:54] Found FileExists: ./SODAModels/acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_model
I1218 18:46:56.510312 31549 neural_network_resource.cc:71] Initializing for TENSORFLOW_LITE
I1218 18:46:56.510481 31549 dir_path.cc:52] Checking FileExists: ./acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_mean_stddev
I1218 18:46:56.510489 31549 dir_path.cc:57] Not Found FileExists: ./acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_mean_stddev
I1218 18:46:56.510493 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_mean_stddev
I1218 18:46:56.510499 31549 dir_path.cc:54] Found FileExists: ./SODAModels/acousticmodel/MARBLE_DICTATION_EP.endpointer_portable_lstm_mean_stddev
I1218 18:46:56.510521 31549 dir_path.cc:52] Checking FileExists: ./magic_mic/MARBLE_V2_acoustic_model.int8.tflite
I1218 18:46:56.510527 31549 dir_path.cc:57] Not Found FileExists: ./magic_mic/MARBLE_V2_acoustic_model.int8.tflite
I1218 18:46:56.510531 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/magic_mic/MARBLE_V2_acoustic_model.int8.tflite
I1218 18:46:56.510536 31549 dir_path.cc:54] Found FileExists: ./SODAModels/magic_mic/MARBLE_V2_acoustic_model.int8.tflite
I1218 18:46:56.510540 31549 neural_network_resource.cc:71] Initializing for TENSORFLOW_LITE
I1218 18:46:56.510677 31549 dir_path.cc:52] Checking FileExists: ./magic_mic/MARBLE_V2_acoustic_meanstddev_vector
I1218 18:46:56.510685 31549 dir_path.cc:57] Not Found FileExists: ./magic_mic/MARBLE_V2_acoustic_meanstddev_vector
I1218 18:46:56.510689 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/magic_mic/MARBLE_V2_acoustic_meanstddev_vector
I1218 18:46:56.510694 31549 dir_path.cc:54] Found FileExists: ./SODAModels/magic_mic/MARBLE_V2_acoustic_meanstddev_vector
I1218 18:46:56.510714 31549 dir_path.cc:52] Checking FileExists: ./magic_mic/MARBLE_V2_vocabulary.syms
I1218 18:46:56.510720 31549 dir_path.cc:57] Not Found FileExists: ./magic_mic/MARBLE_V2_vocabulary.syms
I1218 18:46:56.510732 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/magic_mic/MARBLE_V2_vocabulary.syms
I1218 18:46:56.510746 31549 dir_path.cc:54] Found FileExists: ./SODAModels/magic_mic/MARBLE_V2_vocabulary.syms
I1218 18:46:56.513907 31549 dir_path.cc:52] Checking FileExists: ./magic_mic/MARBLE_V2_model.int8.tflite
I1218 18:46:56.513918 31549 dir_path.cc:57] Not Found FileExists: ./magic_mic/MARBLE_V2_model.int8.tflite
I1218 18:46:56.513922 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/magic_mic/MARBLE_V2_model.int8.tflite
I1218 18:46:56.513928 31549 dir_path.cc:54] Found FileExists: ./SODAModels/magic_mic/MARBLE_V2_model.int8.tflite
I1218 18:46:56.515482 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model-encoder.part_0.tflite
I1218 18:46:56.515508 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model-encoder.part_0.tflite
I1218 18:46:56.515512 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-encoder.part_0.tflite
I1218 18:46:56.515518 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-encoder.part_0.tflite
I1218 18:46:56.515524 31549 neural_network_resource.cc:71] Initializing for PLAIN_TENSORFLOW_LITE
I1218 18:46:56.521165 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model-encoder.part_1.tflite
I1218 18:46:56.521195 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model-encoder.part_1.tflite
I1218 18:46:56.521209 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-encoder.part_1.tflite
I1218 18:46:56.521221 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-encoder.part_1.tflite
I1218 18:46:56.521228 31549 neural_network_resource.cc:71] Initializing for PLAIN_TENSORFLOW_LITE
I1218 18:46:56.539461 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model-rnnt.decoder.tflite
I1218 18:46:56.539494 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model-rnnt.decoder.tflite
I1218 18:46:56.539498 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-rnnt.decoder.tflite
I1218 18:46:56.539506 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-rnnt.decoder.tflite
I1218 18:46:56.539511 31549 neural_network_resource.cc:71] Initializing for PLAIN_TENSORFLOW_LITE
I1218 18:46:56.544801 31549 dir_path.cc:52] Checking FileExists: ./endtoendmodel/marble_rnnt_model-rnnt.joint.tflite
I1218 18:46:56.544831 31549 dir_path.cc:57] Not Found FileExists: ./endtoendmodel/marble_rnnt_model-rnnt.joint.tflite
I1218 18:46:56.544837 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-rnnt.joint.tflite
I1218 18:46:56.544844 31549 dir_path.cc:54] Found FileExists: ./SODAModels/endtoendmodel/marble_rnnt_model-rnnt.joint.tflite
I1218 18:46:56.544849 31549 neural_network_resource.cc:71] Initializing for PLAIN_TENSORFLOW_LITE
I1218 18:46:56.546628 31549 dir_path.cc:52] Checking FileExists: ./voice_match/MARBLE_speakerid.tflite
I1218 18:46:56.546661 31549 dir_path.cc:57] Not Found FileExists: ./voice_match/MARBLE_speakerid.tflite
I1218 18:46:56.546665 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/voice_match/MARBLE_speakerid.tflite
I1218 18:46:56.546671 31549 dir_path.cc:54] Found FileExists: ./SODAModels/voice_match/MARBLE_speakerid.tflite
I1218 18:46:56.550709 31549 terse_processor.cc:173] Initialized ResourceManager.
I1218 18:46:56.550899 31549 terse_processor.cc:184] Initialized GoogleRecognizer.
I1218 18:46:56.550972 31549 context-module-factory.cc:35] ContextModuleFactory: Initializing ContextModule.
I1218 18:46:56.551114 31549 dir_path.cc:52] Checking FileExists: ./context_prebuilt/apps.txt
I1218 18:46:56.551138 31549 dir_path.cc:57] Not Found FileExists: ./context_prebuilt/apps.txt
I1218 18:46:56.551141 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/context_prebuilt/apps.txt
I1218 18:46:56.551152 31549 dir_path.cc:54] Found FileExists: ./SODAModels/context_prebuilt/apps.txt
I1218 18:46:56.551222 31549 dir_path.cc:52] Checking FileExists: ./context_prebuilt/en-US_android-auto_car_automation.action.union_STD_FST.fst
I1218 18:46:56.551229 31549 dir_path.cc:57] Not Found FileExists: ./context_prebuilt/en-US_android-auto_car_automation.action.union_STD_FST.fst
I1218 18:46:56.551232 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/context_prebuilt/en-US_android-auto_car_automation.action.union_STD_FST.fst
I1218 18:46:56.551237 31549 dir_path.cc:54] Found FileExists: ./SODAModels/context_prebuilt/en-US_android-auto_car_automation.action.union_STD_FST.fst
I1218 18:46:56.570781 31549 dir_path.cc:52] Checking FileExists: ./context_prebuilt/contacts.txt
I1218 18:46:56.570816 31549 dir_path.cc:57] Not Found FileExists: ./context_prebuilt/contacts.txt
I1218 18:46:56.570820 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/context_prebuilt/contacts.txt
I1218 18:46:56.570830 31549 dir_path.cc:54] Found FileExists: ./SODAModels/context_prebuilt/contacts.txt
I1218 18:46:56.570967 31549 dir_path.cc:52] Checking FileExists: ./context_prebuilt/songs.txt
I1218 18:46:56.570984 31549 dir_path.cc:57] Not Found FileExists: ./context_prebuilt/songs.txt
I1218 18:46:56.570987 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/context_prebuilt/songs.txt
I1218 18:46:56.570991 31549 dir_path.cc:54] Found FileExists: ./SODAModels/context_prebuilt/songs.txt
I1218 18:46:56.571015 31549 dir_path.cc:52] Checking FileExists: ./context_prebuilt/en-US_android-auto_top_radio_station_frequencies_STD_FST.fst
I1218 18:46:56.571030 31549 dir_path.cc:57] Not Found FileExists: ./context_prebuilt/en-US_android-auto_top_radio_station_frequencies_STD_FST.fst
I1218 18:46:56.571042 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/context_prebuilt/en-US_android-auto_top_radio_station_frequencies_STD_FST.fst
I1218 18:46:56.571047 31549 dir_path.cc:54] Found FileExists: ./SODAModels/context_prebuilt/en-US_android-auto_top_radio_station_frequencies_STD_FST.fst
I1218 18:46:56.571117 31549 dir_path.cc:52] Checking FileExists: ./context_prebuilt/en-US_android-auto_manual_fixes_STD_FST.fst
I1218 18:46:56.571124 31549 dir_path.cc:57] Not Found FileExists: ./context_prebuilt/en-US_android-auto_manual_fixes_STD_FST.fst
I1218 18:46:56.571135 31549 dir_path.cc:52] Checking FileExists: ./SODAModels/context_prebuilt/en-US_android-auto_manual_fixes_STD_FST.fst
I1218 18:46:56.571140 31549 dir_path.cc:54] Found FileExists: ./SODAModels/context_prebuilt/en-US_android-auto_manual_fixes_STD_FST.fst
W1218 18:46:56.571333 31549 terse_processor.cc:242] TISID disabled.
I1218 18:46:56.571341 31549 terse_processor.cc:718] Domain: CAPTION
I1218 18:46:56.571730 31549 context-module-impl.cc:244] ContextModule starts to provide model resources: 2020-12-18T18:46:56.571730087+01:00
I1218 18:46:56.572394 31549 context-module-impl.cc:281] ContextModule finished providing model resources : 2020-12-18T18:46:56.572394328+01:00 elapsed: 664.241us
I1218 18:46:56.576062 31549 terse_processor.cc:1293] Resetting Terse Processor
I1218 18:46:56.576084 31549 terse_processor.cc:838] Cancelling session.
I1218 18:46:56.578963 31549 terse_processor.cc:755] Setup completed
I1218 18:46:56.579003 31549 soda_impl.cc:558] Server ASR Disabled
I1218 18:46:56.579008 31549 soda_impl.cc:606] Initializing audio logger
W1218 18:46:56.579031 31549 soda_async_impl.cc:390] Soda session starting (require_hotword:0, hotword_timeout_in_millis:0)
I1218 18:46:56.579047 31549 soda_async_impl.cc:577] Session parameters updated. Reconfiguring SODA.
I1218 18:46:56.695091 31547 data_source.cc:103] Opening data source "./en-us/feats_android.far" (as: FILE) ...
I1218 18:46:56.695129 31547 data_source.cc:110] ... Opened data source "./en-us/feats_android.far" of size 950
I1218 18:46:56.695157 31547 grm-manager.h:129] Loading FST archive from "./en-us/feats_android.far" ...
I1218 18:46:56.695260 31547 data_source.cc:103] Opening data source "./en-us/lstm_dur_model.tflite" (as: MEMORY) ...
I1218 18:46:56.695280 31547 data_source.cc:110] ... Opened data source "./en-us/lstm_dur_model.tflite" of size 184960
I1218 18:46:56.695285 31547 lstm_model_load.cc:86] Loading memory mapped tflite model.
I1218 18:46:56.695417 31547 data_source.cc:103] Opening data source "./en-us/lstm_dur_model_input_mean_std_dev" (as: FILE) ...
I1218 18:46:56.695430 31547 data_source.cc:110] ... Opened data source "./en-us/lstm_dur_model_input_mean_std_dev" of size 2574
I1218 18:46:56.695465 31547 data_source.cc:103] Opening data source "./en-us/lstm_dur_model_output_mean_std_dev" (as: FILE) ...
I1218 18:46:56.695473 31547 data_source.cc:110] ... Opened data source "./en-us/lstm_dur_model_output_mean_std_dev" of size 12
I1218 18:46:56.695500 31547 data_source.cc:103] Opening data source "./en-us/lstm_speech_model.tflite" (as: MEMORY) ...
I1218 18:46:56.695514 31547 data_source.cc:110] ... Opened data source "./en-us/lstm_speech_model.tflite" of size 371072
I1218 18:46:56.695518 31547 lstm_model_load.cc:86] Loading memory mapped tflite model.
I1218 18:46:56.695629 31547 data_source.cc:103] Opening data source "./en-us/lstm_speech_model_input_mean_std_dev" (as: FILE) ...
I1218 18:46:56.695639 31547 data_source.cc:110] ... Opened data source "./en-us/lstm_speech_model_input_mean_std_dev" of size 2606
I1218 18:46:56.695657 31547 data_source.cc:103] Opening data source "./en-us/lstm_speech_model_output_mean_std_dev" (as: FILE) ...
I1218 18:46:56.695673 31547 data_source.cc:110] ... Opened data source "./en-us/lstm_speech_model_output_mean_std_dev" of size 1574
I1218 18:46:56.695710 31547 data_source.cc:103] Opening data source "./en-us/morphosyntactic_mapping.pb" (as: FILE) ...
I1218 18:46:56.695727 31547 data_source.cc:110] ... Opened data source "./en-us/morphosyntactic_mapping.pb" of size 6
I1218 18:46:56.695831 31547 data_source.cc:103] Opening data source "./en-us/resource.pb" (as: FILE) ...
I1218 18:46:56.695840 31547 data_source.cc:110] ... Opened data source "./en-us/resource.pb" of size 399460
I1218 18:46:56.697087 31547 parametric_playback.cc:47] Loaded playback info: 26
I1218 18:46:56.697222 31547 data_source.cc:103] Opening data source "./en-us/en_us_phonology.pb" (as: FILE) ...
I1218 18:46:56.697314 31547 data_source.cc:110] ... Opened data source "./en-us/en_us_phonology.pb" of size 3034
W1218 18:46:56.697496 31547 phonology.cc:79] Phonemes ax, er have non-distinctive features.
W1218 18:46:56.697504 31547 phonology.cc:79] Phonemes l, r have non-distinctive features.
I1218 18:46:56.697675 31547 data_source.cc:103] Opening data source "./en-us/en_morphology" (as: FILE) ...
I1218 18:46:56.697693 31547 data_source.cc:110] ... Opened data source "./en-us/en_morphology" of size 2753822
I1218 18:46:56.699361 31547 model-api.cc:45] Registered model under key morphology
I1218 18:46:56.700778 31547 data_source.cc:103] Opening data source "./en-us/compressed_lexicon_en_us.blex" (as: MEMORY) ...
I1218 18:46:56.700815 31547 data_source.cc:110] ... Opened data source "./en-us/compressed_lexicon_en_us.blex" of size 4931028
I1218 18:46:56.700959 31547 data_source.cc:103] Opening data source "./en-us/ipa_to_tts_to-en_us.far" (as: FILE) ...
I1218 18:46:56.700973 31547 data_source.cc:110] ... Opened data source "./en-us/ipa_to_tts_to-en_us.far" of size 27848
I1218 18:46:56.700988 31547 grm-manager.h:129] Loading FST archive from "./en-us/ipa_to_tts_to-en_us.far" ...
I1218 18:46:56.701132 31547 data_source.cc:103] Opening data source "./en-us/g2p_m3_syls0_stress0_en-US.fst" (as: FILE) ...
I1218 18:46:56.701143 31547 data_source.cc:110] ... Opened data source "./en-us/g2p_m3_syls0_stress0_en-US.fst" of size 702096
I1218 18:46:56.701155 31547 compact_fst.cc:19] Loading FST from "./en-us/g2p_m3_syls0_stress0_en-US.fst" ...
I1218 18:46:56.715819 31547 decoder.cc:57] G2P FST loaded (52 graphemes and 41 phonemes).
I1218 18:46:56.718214 31547 data_source.cc:103] Opening data source "./en-us/compressed_lexicon_en_us.blex" (as: MEMORY) ...
I1218 18:46:56.718274 31547 data_source.cc:110] ... Opened data source "./en-us/compressed_lexicon_en_us.blex" of size 4931028
I1218 18:46:56.718411 31547 data_source.cc:103] Opening data source "./en-us/homographs_model_en_us_embedded.pb" (as: FILE) ...
I1218 18:46:56.718431 31547 data_source.cc:110] ... Opened data source "./en-us/homographs_model_en_us_embedded.pb" of size 236059
I1218 18:46:56.723177 31547 data_source.cc:103] Opening data source "./en-us/feature_set.pb" (as: FILE) ...
I1218 18:46:56.723210 31547 data_source.cc:110] ... Opened data source "./en-us/feature_set.pb" of size 4128
I1218 18:46:56.723429 31547 data_source.cc:103] Opening data source "./en-us/converter_en_us_android.far" (as: FILE) ...
I1218 18:46:56.723448 31547 data_source.cc:110] ... Opened data source "./en-us/converter_en_us_android.far" of size 1825
I1218 18:46:56.723461 31547 grm-manager.h:129] Loading FST archive from "./en-us/converter_en_us_android.far" ...
I1218 18:46:56.723551 31547 data_source.cc:103] Opening data source "./en-us/roman_numeral_contexts.pb" (as: FILE) ...
I1218 18:46:56.723560 31547 data_source.cc:110] ... Opened data source "./en-us/roman_numeral_contexts.pb" of size 9136
I1218 18:46:56.723831 31547 data_source.cc:103] Opening data source "./en-us/sb_model.pb" (as: FILE) ...
I1218 18:46:56.723842 31547 data_source.cc:110] ... Opened data source "./en-us/sb_model.pb" of size 126111
I1218 18:46:56.726081 31547 data_source.cc:103] Opening data source "./en-us/en_verbalize_spec.pb" (as: FILE) ...
I1218 18:46:56.726112 31547 data_source.cc:110] ... Opened data source "./en-us/en_verbalize_spec.pb" of size 3723
I1218 18:46:56.726197 31547 data_source.cc:103] Opening data source "./en-us/textnorm_params_en_us.pb" (as: FILE) ...
I1218 18:46:56.726207 31547 data_source.cc:110] ... Opened data source "./en-us/textnorm_params_en_us.pb" of size 737
I1218 18:46:56.726238 31547 data_source.cc:103] Opening data source "./en-us/tokenize_and_classify_embedded_us_android.far" (as: FILE) ...
I1218 18:46:56.726246 31547 data_source.cc:110] ... Opened data source "./en-us/tokenize_and_classify_embedded_us_android.far" of size 2428079
I1218 18:46:56.726255 31547 grm-manager.h:129] Loading FST archive from "./en-us/tokenize_and_classify_embedded_us_android.far" ...
I1218 18:46:56.735716 31547 data_source.cc:103] Opening data source "./en-us/model_farm32.pb" (as: FILE) ...
I1218 18:46:56.735754 31547 data_source.cc:110] ... Opened data source "./en-us/model_farm32.pb" of size 400016
I1218 18:46:56.782095 31547 ranker.cc:117] LinearLseqRanker: using FarmHash32
I1218 18:46:56.782137 31547 data_source.cc:103] Opening data source "./en-us/variant_overrides_us.pb" (as: FILE) ...
I1218 18:46:56.782183 31547 data_source.cc:110] ... Opened data source "./en-us/variant_overrides_us.pb" of size 122
I1218 18:46:56.782250 31547 data_source.cc:103] Opening data source "./en-us/variant_selection_model_en_us_embedded.pb" (as: FILE) ...
I1218 18:46:56.782258 31547 data_source.cc:110] ... Opened data source "./en-us/variant_selection_model_en_us_embedded.pb" of size 370215
I1218 18:46:56.793109 31547 select_variants.cc:83] Word with override has only one variant: can_nou
I1218 18:46:56.793159 31547 data_source.cc:103] Opening data source "./en-us/us_verbalization_capabilities.pb" (as: FILE) ...
I1218 18:46:56.793181 31547 data_source.cc:110] ... Opened data source "./en-us/us_verbalization_capabilities.pb" of size 4669
I1218 18:46:56.793315 31547 data_source.cc:103] Opening data source "./en-us/verbalize_embedded_android.far" (as: FILE) ...
I1218 18:46:56.793334 31547 data_source.cc:110] ... Opened data source "./en-us/verbalize_embedded_android.far" of size 1624335
I1218 18:46:56.793345 31547 grm-manager.h:129] Loading FST archive from "./en-us/verbalize_embedded_android.far" ...
I1218 18:46:56.796072 31547 data_source.cc:103] Opening data source "./en-us/speech_morphing_palette.pb" (as: FILE) ...
I1218 18:46:56.796089 31547 data_source.cc:110] ... Opened data source "./en-us/speech_morphing_palette.pb" of size 41268
I1218 18:46:56.806077 31547 voice_params_resource.cc:31] Voice information: description: "embedded_lstm voice with embedded textnorm for en_us (speaker sfg; sample rate 22050)"
language: "en"
region: "us"
speaker: "sfg"
gender: "female"
quality: "normal"
sample_rate: 22050
server_voice_name: "sfg-greco-embedded-zeong"
supports_set_sample_rate: true
multi_speaker: false
voice_platform: EMBEDDED_LSTM
I1218 18:46:56.806117 31547 data_source.cc:103] Opening data source "./en-us/regexp_rewrite.pb" (as: FILE) ...
I1218 18:46:56.806130 31547 data_source.cc:110] ... Opened data source "./en-us/regexp_rewrite.pb" of size 4863
I1218 18:46:56.806196 31547 data_source.cc:103] Opening data source "./en-us/punctuation.pb" (as: FILE) ...
I1218 18:46:56.806208 31547 data_source.cc:110] ... Opened data source "./en-us/punctuation.pb" of size 297
I1218 18:46:56.843344 31547 data_source.cc:103] Opening data source "./en-us/xsampa_to_tts_to-en_us.far" (as: FILE) ...
I1218 18:46:56.843383 31547 data_source.cc:110] ... Opened data source "./en-us/xsampa_to_tts_to-en_us.far" of size 5136
I1218 18:46:56.843413 31547 grm-manager.h:129] Loading FST archive from "./en-us/xsampa_to_tts_to-en_us.far" ...
I1218 18:46:56.843493 31547 local_pipeline_runner.cc:115] Done loading all resources from: {./en-us/}
I1218 18:46:56.865037 31550 terse_processor.cc:1199] No terse session, starting a new one on input audio.
I1218 18:46:56.865155 31550 context-module-impl.cc:244] ContextModule starts to provide model resources: 2020-12-18T18:46:56.865155261+01:00
I1218 18:46:56.865224 31550 context-module-impl.cc:281] ContextModule finished providing model resources : 2020-12-18T18:46:56.865224371+01:00 elapsed: 69.11us
I1218 18:46:56.903899 31547 chrome_tts.cc:134] Shutting down
>>> full
>>> full text
>>> full text
>>> full text to
>>> full text to spe
>>> full text to speech
>>> full text to speech
>>> full text to speech to
>>> full text to speech to text
>>> full text to speech to text
>>> full text to speech to text
>>> full text to speech to text pip
>>> full text to speech to text pipel
>>> full text to speech to text pipeline
I1218 18:46:57.910340 31550 terse_processor.cc:1293] Resetting Terse Processor
I1218 18:46:57.910382 31550 terse_processor.cc:838] Cancelling session.
W1218 18:46:57.910688 31580 portable_intended_query_stream.cc:234] Exiting due to stream cancellation.
W1218 18:46:57.911648 31550 decoder_endpointer_stream.cc:35] Acoustic ep reader thread cancelled.
W1218 18:46:57.912300 31550 soda_async_impl.cc:765] Soda session stopped due to: STOP_CALLED
I1218 18:46:57.912334 31551 recognition_event_delegate.cc:37] Soda session stopped due to: STOP_CALLED
W1218 18:46:57.925960 31549 soda_async_impl.cc:793] Deleting soda_impl
There is also a French model available:
../gtts/gtts ../gtts/fr-fr1/ "Texte intégral de la parole au pipeline de texte!" | sox -tf32 -L -r22050 -c1 - -ts16 - | ./gasr --stream-delay
which gives just as impressive results:
I1218 18:50:34.835950 32078 terse_processor.cc:718] Domain: CAPTION
I1218 18:50:34.836489 32078 context-module-impl.cc:244] ContextModule starts to provide model resources: 2020-12-18T18:50:34.836489043+01:00
I1218 18:50:34.837275 32078 context-module-impl.cc:281] ContextModule finished providing model resources : 2020-12-18T18:50:34.837275013+01:00 elapsed: 785.97us
I1218 18:50:35.178336 32078 terse_processor.cc:1293] Resetting Terse Processor
I1218 18:50:35.178368 32078 terse_processor.cc:838] Cancelling session.
W1218 18:50:35.178920 32078 decoder_endpointer_stream.cc:35] Acoustic ep reader thread cancelled.
I1218 18:50:35.179139 32078 terse_processor.cc:755] Setup completed
I1218 18:50:35.179162 32078 soda_impl.cc:558] Server ASR Disabled
I1218 18:50:35.179169 32078 soda_impl.cc:606] Initializing audio logger
W1218 18:50:35.179186 32078 soda_async_impl.cc:390] Soda session starting (require_hotword:0, hotword_timeout_in_millis:0)
I1218 18:50:35.179196 32078 soda_async_impl.cc:577] Session parameters updated. Reconfiguring SODA.
W1218 18:50:35.179385 32079 lag_detector.cc:30] Pipeline lagging by 1476 ms. Continue processing samples.
I1218 18:50:35.179451 32079 terse_processor.cc:1199] No terse session, starting a new one on input audio.
I1218 18:50:35.179534 32079 context-module-impl.cc:244] ContextModule starts to provide model resources: 2020-12-18T18:50:35.179534314+01:00
I1218 18:50:35.179597 32079 context-module-impl.cc:281] ContextModule finished providing model resources : 2020-12-18T18:50:35.179596955+01:00 elapsed: 62.641us
W1218 18:50:35.239753 32079 lag_detector.cc:30] Pipeline lagging by 1336 ms. Continue processing samples.
W1218 18:50:35.300031 32079 lag_detector.cc:30] Pipeline lagging by 1196 ms. Continue processing samples.
W1218 18:50:35.360346 32079 lag_detector.cc:30] Pipeline lagging by 1057 ms. Continue processing samples.
W1218 18:50:35.420614 32079 lag_detector.cc:30] Pipeline lagging by 917 ms. Continue processing samples.
I1218 18:50:35.626037 32076 chrome_tts.cc:134] Shutting down
>>> texte
>>> texte
>>> texte int
>>> texte int
>>> texte intég
>>> texte intég
>>> texte intégra
>>> texte intégra
>>> texte intégral
>>> texte intégral
>>> texte intégral
>>> texte intégral de
>>> texte intégral de
>>> texte intégral de
>>> texte intégral de
>>> texte intégral de
>>> texte intégral de la
>>> texte intégral de la
>>> texte intégral de la paro
>>> texte intégral de la parole
>>> texte intégral de la parole
>>> texte intégral de la parole
>>> texte intégral de la parole au
>>> texte intégral de la parole au
>>> texte intégral de la parole au
>>> texte intégral de la parole au
>>> texte intégral de la parole au pa
>>> texte intégral de la parole au pip
>>> texte intégral de la parole au pip
>>> texte intégral de la parole au pipeline
>>> texte intégral de la parole au pipeline
>>> texte intégral de la parole au pipeline
>>> texte intégral de la parole au pipeline
>>> texte intégral de la parole au pipeline de
>>> texte intégral de la parole au pipeline de
>>> texte intégral de la parole au pipeline de
>>> texte intégral de la parole au pipeline de texte
>>> texte intégral de la parole au pipeline de texte
>>> texte intégral de la parole au pipeline de texte
I1218 18:50:36.708943 32079 terse_processor.cc:1293] Resetting Terse Processor
I1218 18:50:36.708986 32079 terse_processor.cc:838] Cancelling session.
W1218 18:50:36.709852 32079 decoder_endpointer_stream.cc:35] Acoustic ep reader thread cancelled.
W1218 18:50:36.711074 32079 soda_async_impl.cc:765] Soda session stopped due to: STOP_CALLED
I1218 18:50:36.711110 32080 recognition_event_delegate.cc:37] Soda session stopped due to: STOP_CALLED
W1218 18:50:36.725131 32078 soda_async_impl.cc:793] Deleting soda_impl
ecasound -f:16,1,16000 -i alsa -o:stdout | ./gasr 2>/dev/null
Remove 2>/dev/null to see the debug output.
There is also a Python wrapper now (gasr.py, put that, and libsoda.so in the working directory):
#!/usr/bin/env python3
from gasr import SodaClient
def callback(text, isFinal, handle): print(isFinal, f'got {text}')
client = SodaClient(callback)
client.start()