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nextcloud-docs/developer_manual/digging_deeper/speech-to-text.rst
Marcel Klehr 8318361387 docs(AI): Deprecate old APIs
Signed-off-by: Marcel Klehr <mklehr@gmx.net>
2024-07-26 11:05:02 +02:00

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.. _speech-to-text:
==============
Speech-To-Text
==============
.. versionadded:: 27
.. deprecated:: 30
Use the TaskProcessing API instead
Nextcloud offers a **Speech-To-Text** API. The overall idea is that there is a central OCP API that apps can use to request transcriptions of audio or video files. To be technology agnostic any app can provide this Speech-To-Text functionality by registering a Speech-To-Text provider.
Consuming the Speech-To-Text API
--------------------------------
To consume the Speech-To-Text API, you will need ``\OCP\SpeechToText\ISpeechToTextManager``. This manager offers the following methods:
* ``hasProviders()`` This method returns a boolean which indicates if any providers have been registered. If this is false you cannot use Speech-To-Text.
* ``transcribeFile(File $file)`` This method takes a ``OCP\Files\File`` Object which should point to a media file and will attempt to transcribe it **in the current process**. It will thus block until transcription has finished and will return the transcript as a string. Using this method is thus only recommend in CLI commands or Background Jobs when you are not limited by any HTTP request timeouts and execution time limits.
* ``scheduleFileTranscription(File $file, ?string $userId, string $appId)`` This method schedules a transcription of the passed media file **in a background job** and will thus not block.
Listening to the transcription events
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Since ``scheduleFileTranscription`` does not block, you will need to listen to the following events in your app to obtain the transcript or be notified of any failure.
* ``OCP\SpeechToText\Events\TranscriptionSuccessfulEvent`` This event class offers the ``getTranscript()`` method which returns the transcript as a string
* ``OCP\SpeechToText\Events\TranscriptionFailedEvent`` This event class offers the ``getErrorMessage()`` method which returns the error message as a string (only in English and for debugging purposes, so don't show this to the user)
Both classes provide the ``$appId`` and ``$userId`` params that you initially passed to ``scheduleFileTranscription`` via ``getAppId()`` and ``getUserId()`` as well as ``getFileId()`` and ``getFile()`` to access the media file that was transcribed.
For example, in your ``lib/AppInfo/Application.php`` file:
.. code-block:: php
$context->registerEventListener(OCP\SpeechToText\Events\TranscriptionSuccessfulEvent::class, MyTranscriptionListener::class);
$context->registerEventListener(OCP\SpeechToText\Events\TranscriptionFailedEvent::class, MyTranscriptionListener::class);
The corresponding ``MyReferenceListener`` class can look like:
.. code-block:: php
<?php
namespace OCA\MyApp\Listener;
use OCA\MyApp\AppInfo\Application;
use OCP\SpeechToText\Events\AbstractTranscriptionEvent;
use OCP\SpeechToText\Events\TranscriptionSuccessfulEvent;
use OCP\SpeechToText\Events\TranscriptionFailedEvent;
use OCP\EventDispatcher\Event;
use OCP\EventDispatcher\IEventListener;
class MyTranscriptionListener implements IEventListener {
public function handle(Event $event): void {
if (!$event instanceof AbstractTranscriptionEvent || $event->getAppId() !== Application::APP_ID) {
return;
}
if ($event instanceof TranscriptionSuccessfulEvent) {
$transcript = $event->getTranscript();
// store $transcript somewhere
}
if ($event instanceof TranscriptionFailedEvent) {
$error = $event->getErrorMessage();
$userId = $event->getUserId();
// Notify relevant user about failure
}
}
}
Implementing a Speech-To-Text provider
--------------------------------------
A **Speech-To-Text provider** is a class that implements the interface ``OCP\SpeechToText\ISpeechToTextProvider``.
.. code-block:: php
<?php
declare(strict_types=1);
namespace OCA\MyApp\SpeechToText;
use OCA\MyApp\AppInfo\Application;
use OCP\Files\File;
use OCP\SpeechToText\ISpeechToTextProvider;
use OCP\IL10N;
class Provider implements ISpeechToTextProvider {
public function __construct(
private IL10N $l,
) {
}
public function getName(): string {
return $this->l->t('My awesome speech to text provider');
}
public function transcribeFile(File $file): string {
// transcribe file here and return transcript
}
}
The method ``getName`` returns a string to identify the registered provider in the user interface.
The method ``transcribeFile`` transcribes the passed file and returns the transcript. In case transcription fails, you should throw a ``RuntimeException`` with an explanatory error message.
The class would typically be saved into a file in ``lib/SpeechToText`` of your app but you are free to put it elsewhere as long as it's loadable by Nextcloud's :ref:`dependency injection container<dependency-injection>`.
Provider with user context
--------------------------
.. versionadded:: 29.0.0
Sometimes the processing of a the task may depend upon which user requested the task.
You can now obtain this information in your provider by additionally implementing the ``OCP\SpeechToText\ISpeechToTextProviderWithUserId`` interface:
.. code-block:: php
:emphasize-lines: 9,12,14,25,26,27
<?php
declare(strict_types=1);
namespace OCA\MyApp\SpeechToText;
use OCA\MyApp\AppInfo\Application;
use OCP\Files\File;
use OCP\SpeechToText\ISpeechToTextProviderWithUserId;
use OCP\IL10N;
class Provider implements ISpeechToTextProviderWithUserId {
private ?string $userId = null;
public function __construct(
private IL10N $l,
) {
}
public function getName(): string {
return $this->l->t('My awesome speech to text provider');
}
public function setUserId(?string $userId): void {
$this->userId = $userId;
}
public function transcribeFile(File $file): string {
// transcribe file here with the use of $this->userId context and return transcript
}
}
Provider registration
---------------------
The provider class is registered via the :ref:`bootstrap mechanism<Bootstrapping>` of the ``Application`` class.
.. code-block:: php
:emphasize-lines: 16
<?php
declare(strict_types=1);
namespace OCA\MyApp\AppInfo;
use OCA\MyApp\SpeechToText\Provider;
use OCP\AppFramework\App;
use OCP\AppFramework\Bootstrap\IBootContext;
use OCP\AppFramework\Bootstrap\IBootstrap;
use OCP\AppFramework\Bootstrap\IRegistrationContext;
class Application extends App implements IBootstrap {
public function register(IRegistrationContext $context): void {
$context->registerSpeechToTextProvider(Provider::class);
}
public function boot(IBootContext $context): void {}
}