Current File : /home/kelaby89/cartel.express/wp-content/plugins/trx_addons/addons/ai-helper/classes/ModelsLab.php |
<?php
namespace TrxAddons\AiHelper;
if ( ! defined( 'ABSPATH' ) ) {
exit;
}
/**
* Class to make queries to the Stable Diffusion API
*/
class ModelsLab extends Api {
/**
* Plugin constructor.
*
* @access protected
*/
protected function __construct() {
parent::__construct();
$this->logger_section = 'modelslab';
$this->token_option = 'ai_helper_token_stable_diffusion';
}
/**
* Return a base URL to the vendor site
*
* @param string $endpoint The endpoint to use
* @param string $type The type of the URL: api or site. Default: site
*
* @return string The URL to the vendor site
*/
public function get_url( $endpoint = '', $type = 'site' ) {
return \ThemeRex\ModelsLab\Audio::baseUrl( $endpoint, $type );
}
/**
* Return an object of the API
*
* @param string $token API token for the API
*
* @return api The object of the API
*/
public function get_api( $token = '' ) {
if ( empty( $this->api ) ) {
if ( empty( $token ) ) {
$token = $this->get_token();
}
if ( ! empty( $token ) ) {
$this->api = new \ThemeRex\ModelsLab\Audio( $token );
}
}
return $this->api;
}
/**
* Return a sampling rate for the API
*
* @access protected
*
* @return int Sampling rate for the API
*/
protected function get_sampling_rate() {
return 32000;
}
/**
* Return max new tokens for the API
*
* @access protected
*
* @return int max new tokens for the API
*/
protected function get_max_new_token() {
return 256;
}
/**
* Prepare arguments for the API format
*
* @access protected
*
* @param array $args Arguments to prepare
* @param string $type The type of the arguments. Default: audio
*
* @return array Prepared arguments
*/
protected function prepare_args( $args, $type = 'audio' ) {
// token => key
if ( ! isset( $args['key'] ) ) {
$args['key'] = $args['token'];
unset( $args['token'] );
}
// model => model_id
if ( ! isset( $args['model_id'] ) && isset( $args['model'] ) ) {
$args['model_id'] = $args['model'];
unset( $args['model'] );
}
if ( ! empty( $args['model_id'] ) ) {
$args['model_id'] = str_replace(
array( 'modelslab/default', 'modelslab/' ),
array( '', '' ),
$args['model_id']
);
}
if ( empty( $args['model_id'] ) ) {
unset( $args['model_id'] );
}
// audio => init_audio
if ( ! isset( $args['init_audio'] ) && isset( $args['audio'] ) ) {
$args['init_audio'] = $args['audio'];
unset( $args['audio'] );
}
// voice => voice_id
if ( ! isset( $args['voice_id'] ) && isset( $args['voice'] ) ) {
$args['voice_id'] = $args['voice'];
unset( $args['voice'] );
}
return $args;
}
/**
* Generate music via API
*
* @access public
*
* @param array $args Query arguments
*
* @return array Response from the API
*/
public function generate_music( $args = array() ) {
$args = array_merge( array(
'token' => $this->get_token(),
'prompt' => '',
'max_new_token' => (int)$this->get_max_new_token(),
'sampling_rate' => (int)$this->get_sampling_rate(),
), $args );
// Save a model name for the log
$model = str_replace( 'modelslab/', '', ! empty( $args['model'] ) ? $args['model'] : 'modelslab/default' );
$args_orig = $args;
// Prepare arguments for SD API format
$args = $this->prepare_args( $args, 'music' );
$response = false;
if ( ! empty( $args['key'] ) && ! empty( $args['prompt'] ) ) {
$api = $this->get_api( $args['key'] );
$response = $api->musicGen( $args );
if ( is_array( $response ) ) {
$this->logger->log( $response, $model, $args_orig, $this->logger_section . '/audio' );
} else {
$response = false;
}
}
return $response;
}
/**
* Fetch queued music via API
*
* @access public
*
* @param array $args Query arguments
* @param string $type The type of the fetch. Default: music
*
* @return array Response from the API
*/
public function fetch_music( $args = array(), $type = 'music' ) {
$args = array_merge( array(
'token' => $this->get_token(),
'fetch_url' => '',
'fetch_id' => '',
), $args );
// Prepare arguments for ModelsLab API format
$args = $this->prepare_args( $args, $type );
$response = false;
if ( ! empty( $args['key'] ) && ! empty( $args['fetch_id'] ) ) {
$api = $this->get_api( $args['key'] );
$response = $api->fetchAudio( $args );
if ( ! is_array( $response ) ) {
$response = false;
}
}
return $response;
}
/**
* Generate audio via API (Text to Voice)
*
* @access public
*
* @param array $args Query arguments
*
* @return array Response from the API
*/
public function generate_audio( $args = array() ) {
$args = array_merge( array(
'token' => $this->get_token(),
'prompt' => '',
), $args );
// Save a model name for the log
$model = str_replace( 'modelslab/', '', ! empty( $args['model'] ) ? $args['model'] : 'modelslab/default' );
$args_orig = $args;
// Prepare arguments for ModelsLab API format
$args = $this->prepare_args( $args, 'audio' );
$response = array(
'status' => 'error',
'message' => esc_html__( 'The audio generation is failed. Try again later.', 'trx_addons' )
);
if ( ! empty( $args['key'] ) && ! empty( $args['prompt'] ) ) {
$api = $this->get_api( $args['key'] );
$response = $api->textToAudio( $args );
if ( is_array( $response ) ) {
$this->logger->log( $response, $model, $args_orig, $this->logger_section . '/audio' );
} else {
$response = false;
}
}
return $response;
}
/**
* Fetch queued audio via API
*
* @access public
*
* @param array $args Query arguments
* @param string $type The type of the fetch. Default: audio
*
* @return array Response from the API
*/
public function fetch_audio( $args = array(), $type = 'audio' ) {
return $this->fetch_music( $args, $type );
}
/**
* Transcription audio via API (Speech To Text)
*
* @access public
*
* @param array $args Query arguments
*
* @return array Response from the API
*/
public function transcription( $args = array() ) {
$args = array_merge( array(
'token' => $this->get_token(),
), $args );
// Save a model name for the log
$model = str_replace( 'modelslab/', '', ! empty( $args['model'] ) ? $args['model'] : 'modelslab/default' );
$args_orig = $args;
// Prepare arguments for ModelsLab API format
$args = $this->prepare_args( $args, 'audio' );
// Prepare arguments for the endpoint "speechToText"
if ( empty( $args['audio'] ) && ! empty( $args['init_audio'] ) ) {
$args['audio'] = $args['init_audio'];
unset( $args['init_audio'] );
}
if ( empty( $args['input_language'] ) && ! empty( $args['language'] ) ) {
$args['input_language'] = Utils::language_to_iso( $args['language'] );
unset( $args['language'] );
}
$response = array(
'status' => 'error',
'message' => esc_html__( 'The audio transcription is failed. Try again later.', 'trx_addons' )
);
if ( ! empty( $args['key'] ) && ( ! empty( $args['audio'] ) || ! empty( $args['audio_url'] ) ) ) {
$api = $this->get_api( $args['key'] );
$response = $api->speechToText( $args );
if ( is_array( $response ) ) {
$this->logger->log( $response, $model, $args_orig, $this->logger_section . '/audio' );
} else {
$response = false;
}
}
return $response;
}
/**
* Voice to voice audio via API (Voice To Voice and Voice Cover)
* If a parameter "voice_upload" is set, the audio will be generated with a voice
* from the uploaded file (Voice Cover). Otherwise, the audio will be generated
* with a voice from the parameter "voice" (Voice To Voice).
*
* @access public
*
* @param array $args Query arguments
*
* @return array Response from the API
*/
public function voice_cover( $args = array() ) {
$args = array_merge( array(
'token' => $this->get_token(),
), $args );
// Save a model name for the log
$model = str_replace( 'modelslab/', '', ! empty( $args['model'] ) ? $args['model'] : 'modelslab/default' );
$args_orig = $args;
// Prepare arguments for ModelsLab API format
$args = $this->prepare_args( $args, 'audio' );
// Prepare arguments
$mode = ! empty( $args['target_audio'] ) ? 'voice-to-voice' : 'voice-cover';
if ( $mode == 'voice-to-voice' ) {
unset( $args['language'], $args['emotion'], $args['speed'], $args['temperature'], $args['rate'], $args['radius'], $args['originality'] );
} else {
if ( ! empty( $args['voice_id'] ) ) {
$args['model_id'] = $args['voice_id'];
unset( $args['voice_id'] );
}
}
$response = array(
'status' => 'error',
'message' => esc_html__( 'The audio transcription is failed. Try again later.', 'trx_addons' )
);
if ( ! empty( $args['key'] ) && ! empty( $args['init_audio'] ) ) {
$api = $this->get_api( $args['key'] );
$response = $mode == 'voice-to-voice' ? $api->voiceToVoice( $args ) : $api->voiceCover( $args );
if ( is_array( $response ) ) {
$this->logger->log( $response, $model, $args_orig, $this->logger_section . '/audio' );
} else {
$response = false;
}
}
return $response;
}
}