Offline Speech Recognition In Android JellyBean

Question

It looks as though Google has made offline speech recognition available from Google Now for third-party apps   It is being used by the app named Utter   Has anyone seen any implementations of how to do simple voice commands with this offline speech rec   Do you just use the regular SpeechRecognizer API and it works automatically

User · Answer

It is apparently possible to manually install offline voice recognition by downloading the files directly and installing them in the right locations manually   I guess this is just a way to bypass Google hardware requirements   However  personally I didn t have to reboot or anything  simply changing to UK and back again did it

User · Answer

A simple and flexible offline recognition on Android is implemented by CMUSphinx  an open source speech recognition toolkit  It works purely offline  fast and configurable It can listen continuously for keyword  for example    You can find latest code and tutorial here   Update in 2019  Time goes fast  CMUSphinx is not that accurate anymore  I recommend to try Kaldi toolkit instead  The demo is here

User · Answer

Working example is given below   MyService class  public class MyService extends Service implements SpeechDelegate  Speech stopDueToDelay      public static SpeechDelegate delegate      Override   public int onStartCommand Intent intent  int flags  int startId          TODO do something useful     try         if  VERSION SDK INT  gt   VERSION CODES KITKAT              AudioManager  Objects requireNonNull            getSystemService Context AUDIO SERVICE    setStreamMute AudioManager STREAM SYSTEM  true                 catch  Exception e          e printStackTrace               Speech init this       delegate   this      Speech getInstance   setListener this        if  Speech getInstance   isListening            Speech getInstance   stopListening          else         System setProperty  rx unsafe-disable    True          RxPermissions getInstance this  request permission RECORD AUDIO  subscribe granted - gt            if  granted       Always true pre-M           try               Speech getInstance   stopTextToSpeech                Speech getInstance   startListening null  this               catch  SpeechRecognitionNotAvailable exc                  showSpeechNotSupportedDialog                 catch  GoogleVoiceTypingDisabledException exc                  showEnableGoogleVoiceTyping                          else             Toast makeText this  R string permission required  Toast LENGTH LONG  show                                  return Service START STICKY          Override   public IBinder onBind Intent intent          TODO for communication return IBinder implementation     return null          Override   public void onStartOfSpeech             Override   public void onSpeechRmsChanged float value             Override   public void onSpeechPartialResults List lt String gt  results        for  String partial   results          Log d  Result   partial                    Override   public void onSpeechResult String result        Log d  Result   result          if   TextUtils isEmpty result           Toast makeText this  result  Toast LENGTH SHORT  show                  Override   public void onSpecifiedCommandPronounced String event        try         if  VERSION SDK INT  gt   VERSION CODES KITKAT              AudioManager  Objects requireNonNull            getSystemService Context AUDIO SERVICE    setStreamMute AudioManager STREAM SYSTEM  true                 catch  Exception e          e printStackTrace              if  Speech getInstance   isListening            Speech getInstance   stopListening          else         RxPermissions getInstance this  request permission RECORD AUDIO  subscribe granted - gt            if  granted       Always true pre-M           try               Speech getInstance   stopTextToSpeech                Speech getInstance   startListening null  this               catch  SpeechRecognitionNotAvailable exc                  showSpeechNotSupportedDialog                 catch  GoogleVoiceTypingDisabledException exc                  showEnableGoogleVoiceTyping                          else             Toast makeText this  R string permission required  Toast LENGTH LONG  show                                       Override   public void onTaskRemoved Intent rootIntent          Restarting the service if it is removed      PendingIntent service         PendingIntent getService getApplicationContext    new Random   nextInt            new Intent getApplicationContext    MyService class   PendingIntent FLAG ONE SHOT        AlarmManager alarmManager    AlarmManager  getSystemService Context ALARM SERVICE       assert alarmManager    null      alarmManager set AlarmManager ELAPSED REALTIME WAKEUP  1000  service       super onTaskRemoved rootIntent           For more details      https   github com sachinvarma Speech-Recognizer   Hope this will help someone in future

User · Answer

Google did quietly enable offline recognition in that Search update  but there is  as yet  no API or additional parameters available within the SpeechRecognizer class   See Edit at the bottom of this post  The functionality is available with no additional coding  however the user   s device will need to be configured correctly for it to begin working and this is where the problem lies and I would imagine why a lot of developers assume they are    missing something      Also  Google have restricted certain Jelly Bean devices from using the offline recognition due to hardware constraints  Which devices this applies to is not documented  in fact  nothing is documented  so configuring the capabilities for the user has proved to be a matter of trial and error  for them   It works for some straight away     For those that it doesn t  this is the    guide    I supply them with    Make sure the default Android Voice Recogniser is set to Google not Samsung Vlingo  Uninstall any offline recognition files you already have installed from the Google Voice Search Settings  Go to your Android Application Settings and see if you can uninstall the updates for the Google Search and Google Voice Search applications  If you can t do the above  go to the Play Store see if you have the             option there  Reboot  if you achieved 2  3 or 4  Update Google Search and Google Voice Search from the Play Store  if you achieved 3 or 4 or if an update is available anyway   Reboot  if you achieved 6  Install English UK offline language files   Reboot Use utter  with a connection Switch to aeroplane mode and give it a try Once it is working  the offline recognition of other languages   such as English US should start working too    EDIT  Temporarily changing the device locale to English UK also seems to kickstart this to work for some   Some users reported they still had to reboot a number of times before it would begin working  but they all get there eventually  often inexplicably to what was the trigger  the key to which are inside the Google Search APK  so not in the public domain or part of AOSP   From what I can establish  Google tests the availability of a connection prior to deciding whether to use offline or online recognition  If a connection is available initially but is lost prior to the response  Google will supply a connection error  it won   t fall-back to offline  As a side note  if a request for the network synthesised voice has been made  there is no error supplied it if fails     You get silence   The Google Search update enabled no additional features in Google Now and in fact if you try to use it with no internet connection  it will error  I mention this as I wondered if the ability would be withdrawn as quietly as it appeared and therefore shouldn t be relied upon in production   If you intend to start using the SpeechRecognizer class  be warned  there is a pretty major bug associated with it  which require your own implementation to handle   Not being able to specifically request offline   true  makes controlling this feature impossible without manipulating the data connection  Rubbish  You   ll get hundreds of user emails asking you why you haven   t enabled something so simple   EDIT  Since API level 23 a new parameter has been added EXTRA PREFER OFFLINE which the Google recognition service does appear to adhere to   Hope the above helps

User · Answer

In short  I don t have the implementation  but the explanation   Google did not make offline speech recognition available to third party apps  Offline recognition is only accessable via the keyboard  Ben Randall  the developer of utter   explains his workaround in an article at Android Police      I had implemented my own keyboard and  was switching between Google   Voice Typing and the users default keyboard with an invisible edit   text field and transparent Activity to get the  input  Dirty hack       This was the only way to do it  as offline Voice Typing  could only be   triggered by an IME or a system application  that was my  root hack      The other type of recognition API     didn t trigger it and just failed   with a server  error      A lot of work wasted for me on the workaround    But at least I was ready for the implementation      From Utter  Claims To Be The First Non-IME App To Utilize Offline Voice Recognition In Jelly Bean

User · Answer

I would like to improve the guide that the answer https   stackoverflow com a 17674655 2987828 sends to its users  with images  It is the sentence  For those that it doesn t  this is the    guide    I supply them with   that I want to improve   The user should click on the four buttons highlighted in blue in these images         Then the user can select any desired languages  When the download is done  he should disconnect from network  and then click on the  microphone  button of the keyboard    It worked for me  android 4 1 2   then language recognition worked out of the box  without rebooting  I can now dictates instructions to the shell of Terminal Emulator   And it is twice faster offline than online  on a padfone 2 from ASUS   These images are licensed under cc by-sa 3 0 with attribution required to stackoverflow com a 21329845 2987828   you may hence add these images anywhere along with this attribution    This the standard policy of all images and texts at stackoverflow com

User · Answer

I was dealing with this and I noticed that you need to install the offline package for your Language  My language setting was  Espa  ol  Estados Unidos   but there is not offline package for that language  so when I turned off all network connectivity I was getting an alert from RecognizerIntent saying that can t reach Google  then I change the language to  English  US    because I already have the offline package  and launched the RecognizerIntent it just worked out   Keys  Language setting    Offline Voice Recognizer Package

User · Answer

I successfully implemented my Speech-Service with offline capabilities by using onPartialResults when offline and onResults when online

[android] Offline Speech Recognition In Android (JellyBean)

Examples related to android

Examples related to speech-recognition

Examples related to offline

Examples related to speech-to-text

Examples related to google-now