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Unity 工具 之 Azure 微软连续语音识别ASR的简单整理
目录
Unity 工具 之 Azure 微软连续语音识别ASR的简单整理
一、简单介绍
二、实现原理
三、注意实现
四、实现步骤
五、关键脚本
一、简单介绍
Unity 工具类，自己整理的一些游戏开发可能用到的模块，单独独立使用，方便游戏开发。
本节介绍，这里在使用微软的Azure 进行语音合成的两个方法的做简单整理，这里简单说明，如果你有更好的方法，欢迎留言交流。
官网注册：
面向学生的 Azure - 免费帐户额度 | Microsoft Azure
官网技术文档网址：
技术文档 | Microsoft Learn
官网的TTS：
语音转文本快速入门 - 语音服务 - Azure AI services | Microsoft Learn
Azure Unity SDK 包官网：
安装语音 SDK - Azure Cognitive Services | Microsoft Learn
SDK具体链接：
https://aka.ms/csspeech/unitypackage
二、实现原理
1、官网申请得到语音识别对应的 SPEECH_KEY 和 SPEECH_REGION
2、因为语音识别需要用到麦克风，移动端需要申请麦克风权限
3、开启语音识别，监听语音识别对应事件，即可获取到识别结果
三、注意实现
1、注意如果有卡顿什么的，注意主子线程切换，可能可以适当解决你的卡顿现象
2、注意电脑端（例如windows）运行可以不申请麦克风权限，但是移动端（例如Android）运行要申请麦克风权限，不然无法开启识别成功，可能会报错：Exception with an error code: 0x15
<uses-permission android:name="android.permission.RECORD_AUDIO"/>System.ApplicationException: Exception with an error code: 0x15 at Microsoft.CognitiveServices.Speech.Internal.SpxExceptionThrower.ThrowIfFail (System.IntPtr hr) [0x00000] in <00000000000000000000000000000000>:0 at Microsoft.CognitiveServices.Speech.Recognizer.StartContinuousRecognition () [0x00000] in <00000000000000000000000000000000>:0 at Microsoft.CognitiveServices.Speech.Recognizer.DoAsyncRecognitionAction (System.Action recoImplAction) [0x00000] in <00000000000000000000000000000000>:0 at System.Threading.Tasks.Task.Execute () [0x00000] in <00000000000000000000000000000000>:0 at System.Threading.ExecutionContext.RunInternal (System.Threading.ExecutionContext executionContext, System.Threading.ContextCallback callback, System.Object state, System.Boolean preserveSyncCtx) [0x00000] in <00000000000000000000000000000000>:0 at System.Threading.Tasks.Task.ExecuteWithThreadLocal (System.Threading.Tasks.Task& currentTaskSlot) [0x00000] in
四、实现步骤
1、下载好SDK 导入
2、简单的搭建场景
3、编写对应脚本，测试语音识别功能
4、把测试脚本添加到场景中，并赋值
5、如果移动端，例如 Android 端，勾选如下，添加麦克风权限
<uses-permission android:name="android.permission.RECORD_AUDIO"/>
5、运行，点击对应按钮，开始识别，Console 中可以看到识别结果
五、关键脚本
1、TestSpeechRecognitionHandler
using UnityEngine;
using UnityEngine.Android;
using UnityEngine.UI;public class TestSpeechRecognitionHandler : MonoBehaviour
{#region Data/// <summary>/// 按钮，文本/// </summary>public Button QuitButton;public Button ASRButton;public Button StopASRButton;public Text ASRText;/// <summary>/// m_SpeechAndKeywordRecognitionHandler/// </summary>SpeechRecognitionHandler m_SpeechAndKeywordRecognitionHandler;#endregion#region Liefecycle function/// <summary>/// Start/// </summary>void Start(){QuitButton.onClick.AddListener(OnClickQuitButton);ASRButton.onClick.AddListener(OnClickASRButton);StopASRButton.onClick.AddListener(OnClickStopASRButton);// 请求麦克风权限RequestMicrophonePermission();}/// <summary>/// 应用退出/// </summary>async void OnApplicationQuit() {await m_SpeechAndKeywordRecognitionHandler.StopContinuousRecognizer();}#endregion#region Private function/// <summary>/// RequestMicrophonePermission/// </summary>void RequestMicrophonePermission(){// 检查当前平台是否为 Androidif (Application.platform == RuntimePlatform.Android){// 检查是否已经授予麦克风权限if (!Permission.HasUserAuthorizedPermission(Permission.Microphone)){// 如果没有权限，请求用户授权Permission.RequestUserPermission(Permission.Microphone);}}else{// 在其他平台上，可以执行其他平台特定的逻辑Debug.LogWarning("Microphone permission is not needed on this platform.");}SpeechInitialized();}/// <summary>/// SpeechInitialized/// </summary>private void SpeechInitialized() {ASRText.text = "";m_SpeechAndKeywordRecognitionHandler = new SpeechRecognitionHandler();m_SpeechAndKeywordRecognitionHandler.onRecognizingAction = (str) => { Debug.Log("onRecognizingAction: " + str); };m_SpeechAndKeywordRecognitionHandler.onRecognizedSpeechAction = (str) => { Loom.QueueOnMainThread(() => ASRText.text += str); Debug.Log("onRecognizedSpeechAction: " + str); };m_SpeechAndKeywordRecognitionHandler.onErrorAction = (str) => { Debug.Log("onErrorAction: " + str); };m_SpeechAndKeywordRecognitionHandler.Initialized();}/// <summary>/// OnClickQuitButton/// </summary>private void OnClickQuitButton() {
#if UNITY_EDITORUnityEditor.EditorApplication.isPlaying = false;#elseApplication.Quit();
#endif }/// <summary>/// OnClickASRButton/// </summary>private void OnClickASRButton() {m_SpeechAndKeywordRecognitionHandler.StartContinuousRecognizer();}/// <summary>/// OnClickStopASRButton/// </summary>private async void OnClickStopASRButton(){await m_SpeechAndKeywordRecognitionHandler.StopContinuousRecognizer();}#endregion
}
2、SpeechRecognitionHandler
using UnityEngine;
using Microsoft.CognitiveServices.Speech;
using Microsoft.CognitiveServices.Speech.Audio;
using System;
using Task = System.Threading.Tasks.Task;/// <summary>
/// 语音识别转文本和关键词识别
/// </summary>
public class SpeechRecognitionHandler
{#region Data/// <summary>/// /// </summary>const string TAG = "[SpeechAndKeywordRecognitionHandler] ";/// <summary>/// 识别配置/// </summary>private SpeechConfig m_SpeechConfig;/// <summary>/// 音频配置/// </summary>private AudioConfig m_AudioConfig;/// <summary>/// 语音识别/// </summary>private SpeechRecognizer m_SpeechRecognizer;/// <summary>/// LLM 大模型配置/// </summary>private ASRConfig m_ASRConfig;/// <summary>/// 识别的事件/// </summary>public Action<string> onRecognizingAction;public Action<string> onRecognizedSpeechAction;public Action<string> onErrorAction;public Action<string> onSessionStoppedAction;#endregion#region Public function/// <summary>/// 初始化/// </summary>/// <returns></returns>public async void Initialized(){m_ASRConfig = new ASRConfig();Debug.Log(TAG + "m_LLMConfig.AZURE_SPEECH_RECOGNITION_LANGUAGE " + m_ASRConfig.AZURE_SPEECH_RECOGNITION_LANGUAGE);Debug.Log(TAG + "m_LLMConfig.AZURE_SPEECH_REGION " + m_ASRConfig.AZURE_SPEECH_REGION);m_SpeechConfig = SpeechConfig.FromSubscription(m_ASRConfig.AZURE_SPEECH_KEY, m_ASRConfig.AZURE_SPEECH_REGION);m_SpeechConfig.SpeechRecognitionLanguage = m_ASRConfig.AZURE_SPEECH_RECOGNITION_LANGUAGE;m_AudioConfig = AudioConfig.FromDefaultMicrophoneInput();Debug.Log(TAG + " Initialized 2 ====");// 根据自己需要处理（不需要也行）await Task.Delay(100);}#endregion#region Private function/// <summary>/// 设置识别回调事件/// </summary>private void SetRecoginzeCallback(){Debug.Log(TAG + " SetRecoginzeCallback == ");if (m_SpeechRecognizer != null){m_SpeechRecognizer.Recognizing += OnRecognizing;m_SpeechRecognizer.Recognized += OnRecognized;m_SpeechRecognizer.Canceled += OnCanceled;m_SpeechRecognizer.SessionStopped += OnSessionStopped;Debug.Log(TAG+" SetRecoginzeCallback OK ");}}#endregion#region Callback/// <summary>/// 正在识别/// </summary>/// <param name="s"></param>/// <param name="e"></param>private void OnRecognizing(object s, SpeechRecognitionEventArgs e){Debug.Log(TAG + "RecognizingSpeech:" + e.Result.Text + " :[e.Result.Reason]:" + e.Result.Reason);if (e.Result.Reason == ResultReason.RecognizingSpeech ){Debug.Log(TAG + " Trigger onRecognizingAction is null :" + onRecognizingAction == null);onRecognizingAction?.Invoke(e.Result.Text);}}/// <summary>/// 识别结束/// </summary>/// <param name="s"></param>/// <param name="e"></param>private void OnRecognized(object s, SpeechRecognitionEventArgs e){Debug.Log(TAG + "RecognizedSpeech:" + e.Result.Text + " :[e.Result.Reason]:" + e.Result.Reason);if (e.Result.Reason == ResultReason.RecognizedSpeech ){bool tmp = onRecognizedSpeechAction == null;Debug.Log(TAG + " Trigger onRecognizedSpeechAction is null :" + tmp);onRecognizedSpeechAction?.Invoke(e.Result.Text);}}/// <summary>/// 识别取消/// </summary>/// <param name="s"></param>/// <param name="e"></param>private void OnCanceled(object s, SpeechRecognitionCanceledEventArgs e){Debug.LogFormat(TAG+"Canceled: Reason={0}", e.Reason );if (e.Reason == CancellationReason.Error){onErrorAction?.Invoke(e.ErrorDetails);}}/// <summary>/// 会话结束/// </summary>/// <param name="s"></param>/// <param name="e"></param>private void OnSessionStopped(object s, SessionEventArgs e){Debug.Log(TAG+"Session stopped event." );onSessionStoppedAction?.Invoke("Session stopped event.");}#endregion#region 连续语音识别转文本/// <summary>/// 开启连续语音识别转文本/// </summary>public void StartContinuousRecognizer(){Debug.LogWarning(TAG + "StartContinuousRecognizer");try{// 转到异步中（根据自己需要处理）Loom.RunAsync(async () => {try{if (m_SpeechRecognizer != null){m_SpeechRecognizer.Dispose();m_SpeechRecognizer = null;}if (m_SpeechRecognizer == null){m_SpeechRecognizer = new SpeechRecognizer(m_SpeechConfig, m_AudioConfig);SetRecoginzeCallback();}await m_SpeechRecognizer.StartContinuousRecognitionAsync().ConfigureAwait(false);Loom.QueueOnMainThread(() => {Debug.LogWarning(TAG + "StartContinuousRecognizer QueueOnMainThread ok");});Debug.LogWarning(TAG + "StartContinuousRecognizer RunAsync ok");}catch (Exception e){Loom.QueueOnMainThread(() =>{Debug.LogError(TAG + " StartContinuousRecognizer 0 " + e);});}});}catch (Exception e){Debug.LogError(TAG + " StartContinuousRecognizer 1 " + e);}}/// <summary>/// 结束连续语音识别转文本/// </summary>public async Task StopContinuousRecognizer(){try{if (m_SpeechRecognizer != null){await m_SpeechRecognizer.StopContinuousRecognitionAsync().ConfigureAwait(false);//m_SpeechRecognizer.Dispose();//m_SpeechRecognizer = null;Debug.LogWarning(TAG + " StopContinuousRecognizer");}}catch (Exception e){Debug.LogError(TAG + " StopContinuousRecognizer Exception : " + e);}}#endregion}3、ASRConfig
public class ASRConfig
{#region Azure ASR/// <summary>/// AZURE_SPEECH_KEY/// </summary>public virtual string AZURE_SPEECH_KEY { get; } = @"098dc5aa21a14758a347dcac36d7eb66";/// <summary>/// AZURE_SPEECH_REGION/// </summary>public virtual string AZURE_SPEECH_REGION { get; } = @"eastasia";/// <summary>/// AZURE_SPEECH_RECOGNITION_LANGUAGE/// </summary>public virtual string AZURE_SPEECH_RECOGNITION_LANGUAGE { get; } = @"zh-CN";#endregion
}
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