diff --git a/docs/huoshan-streamTTS-voice-cloning.md b/docs/huoshan-streamTTS-voice-cloning.md
index 34952f30..d831a0d0 100644
--- a/docs/huoshan-streamTTS-voice-cloning.md
+++ b/docs/huoshan-streamTTS-voice-cloning.md
@@ -1,29 +1,56 @@
-# 火山双向流式TTS+声音克隆配置教程
-单模块部署下，使用火山引擎双向流式语音合成服务的同时进行声音克隆，支持WebSocket协议流式调用。
+# 智控台 火山双流式语音合成+音色克隆配置教程
+
+本教程分为3个阶段：准备阶段、配置阶段、克隆阶段、使用阶段。主要是介绍通过智控台配置火山双流式语音合成+音色克隆的过程。
+
+## 第一阶段：准备阶段
+超级管理员先预先把火山引擎服务开通好，获取到App Id，Access Token。默认火上引擎会赠送一个音色资源。这个音色资源需要把它复制到本项目里。
+
+如果你想克隆多个音色，需要购买开通多个音色资源。只要把每个音色资源的声音ID(S_xxxxx)复制到本项目。然后分配给系统的账号使用即可。以下是详细步骤：
+
 ### 1.开通火山引擎服务
-访问 https://console.volcengine.com/speech/app  在应用管理创建应用，勾选语音合成大模型和声音复刻大模型，左边列表点击声音复刻大模型后下滑获得App Id，Access Token，Cluster ID以及声音ID(S_xxxxx)
-### 2.克隆音色
-克隆音色请参照教程 https://github.com/104gogo/huoshan-voice-copy 
+访问 https://console.volcengine.com/speech/app  在应用管理创建应用，勾选语音合成大模型和声音复刻大模型。
 
-准备一段 10-30 秒的音频文件（.wav格式）添加到克隆的项目中，将平台获得的密钥填入```uploadAndStatus.py```和```tts_http_demo.py```
+### 2.获取音色资源ID
+访问 https://console.volcengine.com/speech/service/9999 复制三项内容，分别是App Id，Access Token以及声音ID(S_xxxxx)。如图
 
-在uploadAndStatus.py中，将 audio_path=修改成自己的.wav文件名称
-```python
-train(appid=appid, token=token, audio_path=r".\audios\xiaohe.wav", spk_id=spk_id)
-```
+![获取音色资源](images/image-clone-integration-01.png)
 
-运行以下命令生成test_submit.mp3，点击播放试听克隆效果
+## 第二阶段：配置火山引擎服务
 
-```python
-python uploadAndStatus.py
-python tts_http_demo.py
-```
-回到火山引擎控制台页面，刷新可以看到声音复刻详情的状态是复刻成功。
-### 3.填写配置文件
-将火山引擎服务申请到的密钥填入.config.yaml的HuoshanDoubleStreamTTS配置文件中
+### 1.填写火山引擎配置
 
-修改 resource_id的参数为``` volc.megatts.default``` 
-（参考官方文档 https://www.volcengine.com/docs/6561/1329505）
-speaker的参数填入声音ID(S_xxxxx)
+使用超级管理员账号登录智控台，点击顶部【模型配置】，再点击模型配置页面左侧的【语音合成】，搜索找到“火山双流式语音合成”，点击修改，将你火山引擎的`App Id`填入到【应用ID】字段里，将`Access Token`填入到【访问令牌】字段里。然后保存。
 
-启动服务，唤醒小智发出的声音是克隆的音色即成功。
+### 2.将音色资源ID分配给系统账号
+
+使用超级管理员账号登录智控台，点击顶部【音色克隆】、【音色资源】。
+
+点击新增按钮，在【平台名称】选择“火山双流式语音合成”；
+
+在【音色资源ID】填入你火山引擎的声音资源ID(S_xxxxx)，填入后按回车；
+
+在【归属账号】选择你要分配给的系统账号，你可以分配给你自己。然后点击保存
+
+## 第三阶段：克隆阶段
+
+如果登录后，点击顶部【音色克隆】》【音色克隆】，显示【您的账号暂无音色资源请联系管理员分配音色资源】，说明你在第二阶段还没有把音色资源ID分配给这个账号。那就是回到第二阶段，分配音色资源给对应的账号。
+
+如果登录后，点击顶部【音色克隆】》【音色克隆】，能看到对应的音色列表。请继续。
+
+在列表里会看到对应的音色列表。选择其中一个音色资源，点击【上传音频】按钮。上传后，可以试听一下声音或者截取某段声音。确认后点击【上传音频】按钮。
+![上传音频](images/image-clone-integration-02.png)
+
+上传音频后，在列表里会看到对应的音色会变成“待复刻”状态。点击【立即复刻】按钮。等1~2秒会返回结果。
+
+如果复刻失败，请将鼠标放到“错误信息”图标上，会显示失败的原因。
+
+如果复刻成功，在列表里会看到对应的音色会变成“训练成功”状态。此时你可以点击【声音名称】栏的修改按钮，修改音色资源的名称，方便后期选择使用。
+
+## 第三阶段：使用阶段
+
+点击顶部【智能体管理】，选择任意一个智能体，点击【配置角色】按钮。
+
+语音合成(TTS)选择“火山双流式语音合成”。在列表里，找到名字带有“克隆音色”的音色资源（如图），选择它，点击保存。
+![选择音色](images/image-clone-integration-03.png)
+
+接下来，可以唤醒小智和它对话。
diff --git a/docs/images/image-clone-integration-01.png b/docs/images/image-clone-integration-01.png
new file mode 100644
index 00000000..7132ee7a
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diff --git a/docs/images/image-clone-integration-02.png b/docs/images/image-clone-integration-02.png
new file mode 100644
index 00000000..80972df9
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diff --git a/docs/images/image-clone-integration-03.png b/docs/images/image-clone-integration-03.png
new file mode 100644
index 00000000..7f35e393
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diff --git a/main/manager-api/src/main/java/xiaozhi/common/constant/Constant.java b/main/manager-api/src/main/java/xiaozhi/common/constant/Constant.java
index febe12ff..3ae49919 100644
--- a/main/manager-api/src/main/java/xiaozhi/common/constant/Constant.java
+++ b/main/manager-api/src/main/java/xiaozhi/common/constant/Constant.java
@@ -146,6 +146,11 @@ public interface Constant {
      */
     String MEMORY_NO_MEM = "Memory_nomem";
 
+    /**
+     * 火山引擎双声道语音克隆
+     */
+    String VOICE_CLONE_HUOSHAN_DOUBLE_STREAM = "huoshan_double_stream";
+
     enum SysBaseParam {
         /**
          * ICP备案号
@@ -171,6 +176,38 @@ public interface Constant {
         }
     }
 
+    /**
+     * 训练状态
+     */
+    enum TrainStatus {
+        /**
+         * 未训练
+         */
+        NOT_TRAINED(0),
+        /**
+         * 训练中
+         */
+        TRAINING(1),
+        /**
+         * 已训练
+         */
+        TRAINED(2),
+        /**
+         * 训练失败
+         */
+        TRAIN_FAILED(3);
+
+        private final int code;
+
+        TrainStatus(int code) {
+            this.code = code;
+        }
+
+        public int getCode() {
+            return code;
+        }
+    }
+
     /**
      * 系统短信
      */
diff --git a/main/manager-api/src/main/java/xiaozhi/common/exception/ErrorCode.java b/main/manager-api/src/main/java/xiaozhi/common/exception/ErrorCode.java
index 573269b8..63b625b5 100644
--- a/main/manager-api/src/main/java/xiaozhi/common/exception/ErrorCode.java
+++ b/main/manager-api/src/main/java/xiaozhi/common/exception/ErrorCode.java
@@ -55,7 +55,7 @@ public interface ErrorCode {
 
     int OTA_DEVICE_NOT_FOUND = 10041;
     int OTA_DEVICE_NEED_BIND = 10042;
-    
+
     // 新增错误编码
     int DELETE_DATA_FAILED = 10043;
     int USER_NOT_LOGIN = 10044;
@@ -66,7 +66,7 @@ public interface ErrorCode {
     int INVALID_LLM_TYPE = 10049;
     int TOKEN_GENERATE_ERROR = 10050;
     int RESOURCE_NOT_FOUND = 10051;
-    
+
     // 新增错误编码
     int DEFAULT_AGENT_NOT_FOUND = 10052;
     int AGENT_NOT_FOUND = 10053;
@@ -89,7 +89,7 @@ public interface ErrorCode {
     int LLM_NOT_EXIST = 10092; // 设置的LLM不存在
     int MODEL_REFERENCED_BY_AGENT = 10093; // 该模型配置已被智能体引用，无法删除
     int LLM_REFERENCED_BY_INTENT = 10094; // 该LLM模型已被意图识别配置引用，无法删除
-    
+
     // 登录相关错误码
     int ADD_DATA_FAILED = 10065; // 新增数据失败
     int UPDATE_DATA_FAILED = 10066; // 修改数据失败
@@ -102,17 +102,17 @@ public interface ErrorCode {
     int RETRIEVE_PASSWORD_DISABLED = 10073; // 未开启找回密码功能
     int PHONE_FORMAT_ERROR = 10074; // 手机号码格式不正确
     int SMS_CODE_ERROR = 10075; // 手机验证码错误
-    
+
     // 字典类型相关错误码
     int DICT_TYPE_NOT_EXIST = 10076; // 字典类型不存在
     int DICT_TYPE_DUPLICATE = 10077; // 字典类型编码重复
-    
+
     // 资源处理相关错误码
     int RESOURCE_READ_ERROR = 10078; // 读取资源失败
-    
+
     // 智能体相关错误码
     int LLM_INTENT_PARAMS_MISMATCH = 10079; // LLM大模型和Intent意图识别，选择参数不匹配
-    
+
     // 声纹相关错误码
     int VOICEPRINT_ALREADY_REGISTERED = 10080; // 此声音声纹已经注册
     int VOICEPRINT_DELETE_ERROR = 10081; // 删除声纹出现错误
@@ -126,12 +126,12 @@ public interface ErrorCode {
     int VOICEPRINT_UNREGISTER_REQUEST_ERROR = 10089; // 声纹注销请求失败
     int VOICEPRINT_UNREGISTER_PROCESS_ERROR = 10090; // 声纹注销处理失败
     int VOICEPRINT_IDENTIFY_REQUEST_ERROR = 10091; // 声纹识别请求失败
-    
+
     // 服务端管理相关错误码
     int INVALID_SERVER_ACTION = 10095; // 无效服务端操作
     int SERVER_WEBSOCKET_NOT_CONFIGURED = 10096; // 未配置服务端WebSocket地址
     int TARGET_WEBSOCKET_NOT_EXIST = 10097; // 目标WebSocket地址不存在
-    
+
     // 参数验证相关错误码
     int WEBSOCKET_URLS_EMPTY = 10098; // WebSocket地址列表不能为空
     int WEBSOCKET_URL_LOCALHOST = 10099; // WebSocket地址不能使用localhost或127.0.0.1
@@ -175,7 +175,7 @@ public interface ErrorCode {
     int DOWNLOAD_LINK_INVALID = 10137; // 下载链接无效
     int CHAT_ROLE_USER = 10138; // 用户角色
     int CHAT_ROLE_AGENT = 10139; // 智能体角色
-    
+
     // 声音克隆相关错误码
     int VOICE_CLONE_AUDIO_EMPTY = 10140; // 音频文件不能为空
     int VOICE_CLONE_NOT_AUDIO_FILE = 10141; // 只支持音频文件
@@ -188,4 +188,14 @@ public interface ErrorCode {
     int VOICE_RESOURCE_ACCOUNT_EMPTY = 10148; // 归属账号不能为空
     int VOICE_RESOURCE_DELETE_ID_EMPTY = 10149; // 删除的音色资源ID不能为空
     int VOICE_RESOURCE_NO_PERMISSION = 10150; // 您没有权限操作该记录
+    int VOICE_CLONE_AUDIO_NOT_UPLOADED = 10151; // 请先上传音频文件
+    int VOICE_CLONE_MODEL_CONFIG_NOT_FOUND = 10152; // 模型配置未找到
+    int VOICE_CLONE_MODEL_TYPE_NOT_FOUND = 10153; // 模型类型未找到
+    int VOICE_CLONE_TRAINING_FAILED = 10154; // 训练失败
+    int VOICE_CLONE_HUOSHAN_CONFIG_MISSING = 10155; // 火山引擎缺少配置
+    int VOICE_CLONE_RESPONSE_FORMAT_ERROR = 10156; // 响应格式错误
+    int VOICE_CLONE_REQUEST_FAILED = 10157; // 请求失败
+    int VOICE_CLONE_PREFIX = 10158; // 复刻音色前缀
+    int VOICE_ID_ALREADY_EXISTS = 10159; // 音色ID已存在
+    int VOICE_CLONE_HUOSHAN_VOICE_ID_ERROR = 10160; // 火山引擎音色ID格式错误
 }
diff --git a/main/manager-api/src/main/java/xiaozhi/common/utils/MessageUtils.java b/main/manager-api/src/main/java/xiaozhi/common/utils/MessageUtils.java
index c346bf3d..abcc2cb3 100644
--- a/main/manager-api/src/main/java/xiaozhi/common/utils/MessageUtils.java
+++ b/main/manager-api/src/main/java/xiaozhi/common/utils/MessageUtils.java
@@ -11,15 +11,15 @@ import org.springframework.context.i18n.LocaleContextHolder;
 public class MessageUtils {
     private static MessageSource messageSource;
 
-    static {
-        messageSource = (MessageSource) SpringContextUtils.getBean("messageSource");
-    }
-
     public static String getMessage(int code) {
         return getMessage(code, new String[0]);
     }
 
     public static String getMessage(int code, String... params) {
+        if (messageSource == null) {
+            // 延迟初始化，确保Spring上下文已完全初始化
+            messageSource = (MessageSource) SpringContextUtils.getBean("messageSource");
+        }
         return messageSource.getMessage(code + "", params, LocaleContextHolder.getLocale());
     }
 }
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/agent/service/impl/AgentServiceImpl.java b/main/manager-api/src/main/java/xiaozhi/modules/agent/service/impl/AgentServiceImpl.java
index 72b8ea4d..3556877d 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/agent/service/impl/AgentServiceImpl.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/agent/service/impl/AgentServiceImpl.java
@@ -42,6 +42,7 @@ import xiaozhi.modules.agent.service.AgentTemplateService;
 import xiaozhi.modules.agent.vo.AgentInfoVO;
 import xiaozhi.modules.device.service.DeviceService;
 import xiaozhi.modules.model.dto.ModelProviderDTO;
+import xiaozhi.modules.model.dto.VoiceDTO;
 import xiaozhi.modules.model.entity.ModelConfigEntity;
 import xiaozhi.modules.model.service.ModelConfigService;
 import xiaozhi.modules.model.service.ModelProviderService;
@@ -373,6 +374,22 @@ public class AgentServiceImpl extends BaseServiceImpl<AgentDao, AgentEntity> imp
             entity.setLlmModelId(template.getLlmModelId());
             entity.setVllmModelId(template.getVllmModelId());
             entity.setTtsModelId(template.getTtsModelId());
+
+            if (template.getTtsVoiceId() == null && template.getTtsModelId() != null) {
+                ModelConfigEntity ttsModel = modelConfigService.selectById(template.getTtsModelId());
+                if (ttsModel != null && ttsModel.getConfigJson() != null) {
+                    Map<String, Object> config = ttsModel.getConfigJson();
+                    String voice = (String) config.get("voice");
+                    if (StringUtils.isBlank(voice)) {
+                        voice = (String) config.get("speaker");
+                    }
+                    VoiceDTO timbre = timbreModelService.getByVoiceCode(template.getTtsModelId(), voice);
+                    if (timbre != null) {
+                        template.setTtsVoiceId(timbre.getId());
+                    }
+                }
+            }
+
             entity.setTtsVoiceId(template.getTtsVoiceId());
             entity.setMemModelId(template.getMemModelId());
             entity.setIntentModelId(template.getIntentModelId());
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/config/service/impl/ConfigServiceImpl.java b/main/manager-api/src/main/java/xiaozhi/modules/config/service/impl/ConfigServiceImpl.java
index 1b0181bc..a34c73dd 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/config/service/impl/ConfigServiceImpl.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/config/service/impl/ConfigServiceImpl.java
@@ -38,6 +38,8 @@ import xiaozhi.modules.sys.dto.SysParamsDTO;
 import xiaozhi.modules.sys.service.SysParamsService;
 import xiaozhi.modules.timbre.service.TimbreService;
 import xiaozhi.modules.timbre.vo.TimbreDetailsVO;
+import xiaozhi.modules.voiceclone.entity.VoiceCloneEntity;
+import xiaozhi.modules.voiceclone.service.VoiceCloneService;
 
 @Service
 @AllArgsConstructor
@@ -51,6 +53,7 @@ public class ConfigServiceImpl implements ConfigService {
     private final TimbreService timbreService;
     private final AgentPluginMappingService agentPluginMappingService;
     private final AgentMcpAccessPointService agentMcpAccessPointService;
+    private final VoiceCloneService cloneVoiceService;
     private final AgentVoicePrintDao agentVoicePrintDao;
 
     @Override
@@ -124,6 +127,11 @@ public class ConfigServiceImpl implements ConfigService {
             voice = timbre.getTtsVoice();
             referenceAudio = timbre.getReferenceAudio();
             referenceText = timbre.getReferenceText();
+        } else {
+            VoiceCloneEntity voice_print = cloneVoiceService.selectById(agent.getTtsVoiceId());
+            if (voice_print != null) {
+                voice = voice_print.getVoiceId();
+            }
         }
         // 构建返回数据
         Map<String, Object> result = new HashMap<>();
@@ -392,6 +400,15 @@ public class ConfigServiceImpl implements ConfigService {
                         ((Map<String, Object>) model.getConfigJson()).put("ref_audio", referenceAudio);
                     if (referenceText != null)
                         ((Map<String, Object>) model.getConfigJson()).put("ref_text", referenceText);
+
+                    // 火山引擎声音克隆需要替换resource_id
+                    Map<String, Object> map = (Map<String, Object>) model.getConfigJson();
+                    if (Constant.VOICE_CLONE_HUOSHAN_DOUBLE_STREAM.equals(map.get("type"))) {
+                        // 如果voice是”S_“开头的，使用seed-icl-1.0
+                        if (voice != null && voice.startsWith("S_")) {
+                            map.put("resource_id", "seed-icl-1.0");
+                        }
+                    }
                 }
                 // 如果是Intent类型，且type=intent_llm，则给他添加附加模型
                 if ("Intent".equals(modelTypes[i])) {
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/TimbreService.java b/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/TimbreService.java
index eebd55be..d8025b3c 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/TimbreService.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/TimbreService.java
@@ -64,4 +64,13 @@ public interface TimbreService extends BaseService<TimbreEntity> {
      * @return 音色名称
      */
     String getTimbreNameById(String id);
+
+    /**
+     * 根据音色编码获取音色信息
+     * 
+     * @param ttsModelId 音色模型ID
+     * @param voiceCode  音色编码
+     * @return 音色信息
+     */
+    VoiceDTO getByVoiceCode(String ttsModelId, String voiceCode);
 }
\ No newline at end of file
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/impl/TimbreServiceImpl.java b/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/impl/TimbreServiceImpl.java
index 2ed5b1ab..8ebb2155 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/impl/TimbreServiceImpl.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/timbre/service/impl/TimbreServiceImpl.java
@@ -1,9 +1,11 @@
 package xiaozhi.modules.timbre.service.impl;
 
+import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.stream.Collectors;
 
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Service;
@@ -15,18 +17,23 @@ import com.baomidou.mybatisplus.core.metadata.IPage;
 import cn.hutool.core.collection.CollectionUtil;
 import lombok.AllArgsConstructor;
 import xiaozhi.common.constant.Constant;
+import xiaozhi.common.exception.ErrorCode;
 import xiaozhi.common.page.PageData;
 import xiaozhi.common.redis.RedisKeys;
 import xiaozhi.common.redis.RedisUtils;
 import xiaozhi.common.service.impl.BaseServiceImpl;
 import xiaozhi.common.utils.ConvertUtils;
+import xiaozhi.common.utils.MessageUtils;
 import xiaozhi.modules.model.dto.VoiceDTO;
+import xiaozhi.modules.security.user.SecurityUser;
 import xiaozhi.modules.timbre.dao.TimbreDao;
 import xiaozhi.modules.timbre.dto.TimbreDataDTO;
 import xiaozhi.modules.timbre.dto.TimbrePageDTO;
 import xiaozhi.modules.timbre.entity.TimbreEntity;
 import xiaozhi.modules.timbre.service.TimbreService;
 import xiaozhi.modules.timbre.vo.TimbreDetailsVO;
+import xiaozhi.modules.voiceclone.dao.VoiceCloneDao;
+import xiaozhi.modules.voiceclone.entity.VoiceCloneEntity;
 
 /**
  * 音色的业务层的实现
@@ -39,6 +46,7 @@ import xiaozhi.modules.timbre.vo.TimbreDetailsVO;
 public class TimbreServiceImpl extends BaseServiceImpl<TimbreDao, TimbreEntity> implements TimbreService {
 
     private final TimbreDao timbreDao;
+    private final VoiceCloneDao voiceCloneDao;
     private final RedisUtils redisUtils;
 
     @Override
@@ -121,11 +129,30 @@ public class TimbreServiceImpl extends BaseServiceImpl<TimbreDao, TimbreEntity>
             queryWrapper.like("name", voiceName);
         }
         List<TimbreEntity> timbreEntities = timbreDao.selectList(queryWrapper);
-        if (CollectionUtil.isEmpty(timbreEntities)) {
-            return null;
+        if (timbreEntities == null) {
+            timbreEntities = new ArrayList<>();
+        }
+        List<VoiceDTO> voiceDTOs = timbreEntities.stream()
+                .map(entity -> new VoiceDTO(entity.getId(), entity.getName()))
+                .collect(Collectors.toList());
+
+        // 获取当前登录用户ID
+        Long currentUserId = SecurityUser.getUser().getId();
+        if (currentUserId != null) {
+            // 查询用户的所有克隆音色记录
+            List<VoiceDTO> cloneEntities = voiceCloneDao.getTrainSuccess(ttsModelId, currentUserId);
+            for (VoiceDTO entity : cloneEntities) {
+                // 只添加训练成功的克隆音色，且模型ID匹配
+                VoiceDTO voiceDTO = new VoiceDTO();
+                voiceDTO.setId(entity.getId());
+                voiceDTO.setName(MessageUtils.getMessage(ErrorCode.VOICE_CLONE_PREFIX) + entity.getName());
+                redisUtils.set(RedisKeys.getTimbreNameById(voiceDTO.getId()), voiceDTO.getName(),
+                        RedisUtils.NOT_EXPIRE);
+                voiceDTOs.add(0, voiceDTO);
+            }
         }
 
-        return ConvertUtils.sourceToTarget(timbreEntities, VoiceDTO.class);
+        return CollectionUtil.isEmpty(voiceDTOs) ? null : voiceDTOs;
     }
 
     /**
@@ -154,8 +181,30 @@ public class TimbreServiceImpl extends BaseServiceImpl<TimbreDao, TimbreEntity>
                 redisUtils.set(RedisKeys.getTimbreNameById(id), name);
             }
             return name;
+        } else {
+            VoiceCloneEntity cloneEntity = voiceCloneDao.selectById(id);
+            if (cloneEntity != null) {
+                String name = MessageUtils.getMessage(ErrorCode.VOICE_CLONE_PREFIX) + cloneEntity.getName();
+                redisUtils.set(RedisKeys.getTimbreNameById(id), name);
+                return name;
+            }
         }
 
         return null;
     }
+
+    @Override
+    public VoiceDTO getByVoiceCode(String ttsModelId, String voiceCode) {
+        if (StringUtils.isBlank(voiceCode)) {
+            return null;
+        }
+        QueryWrapper<TimbreEntity> queryWrapper = new QueryWrapper<>();
+        queryWrapper.eq("tts_model_id", ttsModelId);
+        queryWrapper.eq("tts_voice", voiceCode);
+        List<TimbreEntity> list = timbreDao.selectList(queryWrapper);
+        if (list.isEmpty()) {
+            return null;
+        }
+        return new VoiceDTO(list.get(0).getId(), list.get(0).getName());
+    }
 }
\ No newline at end of file
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceCloneController.java b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceCloneController.java
index 5e166b65..b7de9332 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceCloneController.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceCloneController.java
@@ -116,6 +116,7 @@ public class VoiceCloneController {
             checkPermission(id);
 
             voiceCloneService.updateName(id, name);
+            redisUtils.delete(RedisKeys.getTimbreNameById(id));
             return new Result<String>();
         } catch (Exception e) {
             return new Result<String>().error(ErrorCode.UPDATE_DATA_FAILED, "更新失败: " + e.getMessage());
@@ -175,6 +176,8 @@ public class VoiceCloneController {
     public Result<String> cloneAudio(@RequestBody Map<String, String> params) {
         String cloneId = params.get("cloneId");
         checkPermission(cloneId);
+        // 调用服务层进行语音克隆训练
+        voiceCloneService.cloneAudio(cloneId);
         return new Result<String>();
     }
 
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceResourceController.java b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceResourceController.java
index eff10c18..a4cfa479 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceResourceController.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/controller/VoiceResourceController.java
@@ -80,6 +80,8 @@ public class VoiceResourceController {
         try {
             voiceCloneService.save(dto);
             return new Result<Void>();
+        } catch (xiaozhi.common.exception.RenException e) {
+            return new Result<Void>().error(e.getCode(), e.getMsg());
         } catch (RuntimeException e) {
             return new Result<Void>().error(ErrorCode.ADD_DATA_FAILED, e.getMessage());
         }
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/dao/VoiceCloneDao.java b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/dao/VoiceCloneDao.java
index f866c46f..08e0e012 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/dao/VoiceCloneDao.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/dao/VoiceCloneDao.java
@@ -1,9 +1,12 @@
 package xiaozhi.modules.voiceclone.dao;
 
+import java.util.List;
+
 import org.apache.ibatis.annotations.Mapper;
 
 import com.baomidou.mybatisplus.core.mapper.BaseMapper;
 
+import xiaozhi.modules.model.dto.VoiceDTO;
 import xiaozhi.modules.voiceclone.entity.VoiceCloneEntity;
 
 /**
@@ -11,5 +14,13 @@ import xiaozhi.modules.voiceclone.entity.VoiceCloneEntity;
  */
 @Mapper
 public interface VoiceCloneDao extends BaseMapper<VoiceCloneEntity> {
+    /**
+     * 获取用户训练成功的音色列表
+     * 
+     * @param modelId 模型ID
+     * @param userId  用户ID
+     * @return 训练成功的音色列表
+     */
+    List<VoiceDTO> getTrainSuccess(String modelId, Long userId);
 
 }
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/VoiceCloneService.java b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/VoiceCloneService.java
index bdfd5ed0..ea8fd61d 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/VoiceCloneService.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/VoiceCloneService.java
@@ -33,19 +33,22 @@ public interface VoiceCloneService extends BaseService<VoiceCloneEntity> {
 
     /**
      * 根据用户ID查询声音克隆列表
+     * 
+     * @param userId 用户ID
+     * @return 声音克隆列表
      */
     List<VoiceCloneEntity> getByUserId(Long userId);
-    
+
     /**
      * 分页查询带模型名称和用户名称的声音克隆列表
      */
     PageData<VoiceCloneResponseDTO> pageWithNames(Map<String, Object> params);
-    
+
     /**
      * 根据ID查询带模型名称和用户名称的声音克隆信息
      */
     VoiceCloneResponseDTO getByIdWithNames(String id);
-    
+
     /**
      * 根据用户ID查询带模型名称的声音克隆列表
      */
@@ -65,4 +68,11 @@ public interface VoiceCloneService extends BaseService<VoiceCloneEntity> {
      * 获取音频数据
      */
     byte[] getVoiceData(String id);
+
+    /**
+     * 克隆音频，调用火山引擎进行语音复刻训练
+     * 
+     * @param cloneId 语音克隆记录ID
+     */
+    void cloneAudio(String cloneId);
 }
diff --git a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/impl/VoiceCloneServiceImpl.java b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/impl/VoiceCloneServiceImpl.java
index 32b3c88f..bc13d2aa 100644
--- a/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/impl/VoiceCloneServiceImpl.java
+++ b/main/manager-api/src/main/java/xiaozhi/modules/voiceclone/service/impl/VoiceCloneServiceImpl.java
@@ -1,7 +1,13 @@
 package xiaozhi.modules.voiceclone.service.impl;
 
+import java.net.URI;
+import java.net.http.HttpClient;
+import java.net.http.HttpRequest;
+import java.net.http.HttpResponse;
 import java.util.ArrayList;
 import java.util.Arrays;
+import java.util.Base64;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 
@@ -12,14 +18,19 @@ import org.springframework.web.multipart.MultipartFile;
 
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import com.baomidou.mybatisplus.core.metadata.IPage;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
 
 import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import xiaozhi.common.constant.Constant;
+import xiaozhi.common.exception.ErrorCode;
+import xiaozhi.common.exception.RenException;
 import xiaozhi.common.page.PageData;
 import xiaozhi.common.service.impl.BaseServiceImpl;
 import xiaozhi.common.utils.ConvertUtils;
 import xiaozhi.common.utils.DateUtils;
-import xiaozhi.common.exception.ErrorCode;
-import xiaozhi.common.exception.RenException;
+import xiaozhi.modules.model.entity.ModelConfigEntity;
 import xiaozhi.modules.model.service.ModelConfigService;
 import xiaozhi.modules.sys.service.SysUserService;
 import xiaozhi.modules.voiceclone.dao.VoiceCloneDao;
@@ -28,6 +39,7 @@ import xiaozhi.modules.voiceclone.dto.VoiceCloneResponseDTO;
 import xiaozhi.modules.voiceclone.entity.VoiceCloneEntity;
 import xiaozhi.modules.voiceclone.service.VoiceCloneService;
 
+@Slf4j
 @Service
 @RequiredArgsConstructor
 public class VoiceCloneServiceImpl extends BaseServiceImpl<VoiceCloneDao, VoiceCloneEntity>
@@ -35,6 +47,7 @@ public class VoiceCloneServiceImpl extends BaseServiceImpl<VoiceCloneDao, VoiceC
 
     private final ModelConfigService modelConfigService;
     private final SysUserService sysUserService;
+    private final ObjectMapper objectMapper;
 
     @Override
     public PageData<VoiceCloneEntity> page(Map<String, Object> params) {
@@ -61,6 +74,36 @@ public class VoiceCloneServiceImpl extends BaseServiceImpl<VoiceCloneDao, VoiceC
     @Override
     @Transactional(rollbackFor = Exception.class)
     public void save(VoiceCloneDTO dto) {
+        ModelConfigEntity modelConfig = modelConfigService.getModelByIdFromCache(dto.getModelId());
+        if (modelConfig == null || modelConfig.getConfigJson() == null) {
+            throw new RenException(ErrorCode.VOICE_CLONE_MODEL_CONFIG_NOT_FOUND);
+        }
+        Map<String, Object> config = modelConfig.getConfigJson();
+        String type = (String) config.get("type");
+        if (StringUtils.isBlank(type)) {
+            throw new RenException(ErrorCode.VOICE_CLONE_MODEL_TYPE_NOT_FOUND);
+        }
+
+        // 检查Voice ID是否已经被使用
+        for (String voiceId : dto.getVoiceIds()) {
+            if (StringUtils.isBlank(voiceId)) {
+                continue;
+            }
+            if (Constant.VOICE_CLONE_HUOSHAN_DOUBLE_STREAM.equals(type)) {
+                if (voiceId.indexOf("S_") == -1) {
+                    throw new RenException(ErrorCode.VOICE_CLONE_HUOSHAN_VOICE_ID_ERROR);
+                }
+            }
+
+            QueryWrapper<VoiceCloneEntity> wrapper = new QueryWrapper<>();
+            wrapper.eq("voice_id", voiceId);
+            wrapper.eq("model_id", dto.getModelId());
+            Long count = baseDao.selectCount(wrapper);
+            if (count > 0) {
+                throw new RenException(ErrorCode.VOICE_ID_ALREADY_EXISTS, "音色ID " + voiceId + " 已存在");
+            }
+        }
+
         // 遍历选择的音色ID，为每个音色ID创建一条记录
         int index = 0;
         String namePrefix = DateUtils.format(new java.util.Date(), "MMddHHmm");
@@ -207,4 +250,125 @@ public class VoiceCloneServiceImpl extends BaseServiceImpl<VoiceCloneDao, VoiceC
         }
         return entity.getVoice();
     }
+
+    @Override
+    // @Transactional(rollbackFor = Exception.class)
+    public void cloneAudio(String cloneId) {
+        VoiceCloneEntity entity = baseDao.selectById(cloneId);
+        if (entity == null) {
+            throw new RenException(ErrorCode.VOICE_CLONE_RECORD_NOT_EXIST);
+        }
+        if (entity.getVoice() == null || entity.getVoice().length == 0) {
+            throw new RenException(ErrorCode.VOICE_CLONE_AUDIO_NOT_UPLOADED);
+        }
+
+        try {
+
+            ModelConfigEntity modelConfig = modelConfigService.getModelByIdFromCache(entity.getModelId());
+            if (modelConfig == null || modelConfig.getConfigJson() == null) {
+                throw new RenException(ErrorCode.VOICE_CLONE_MODEL_CONFIG_NOT_FOUND);
+            }
+            Map<String, Object> config = modelConfig.getConfigJson();
+            String type = (String) config.get("type");
+            if (StringUtils.isBlank(type)) {
+                throw new RenException(ErrorCode.VOICE_CLONE_MODEL_TYPE_NOT_FOUND);
+            }
+            if (Constant.VOICE_CLONE_HUOSHAN_DOUBLE_STREAM.equals(type)) {
+                huoshanClone(config, entity);
+            }
+        } catch (RenException re) {
+            entity.setTrainStatus(3);
+            entity.setTrainError(re.getMsg());
+            baseDao.updateById(entity);
+            throw re;
+        } catch (Exception e) {
+            e.printStackTrace();
+            entity.setTrainStatus(3);
+            entity.setTrainError(e.getMessage());
+            baseDao.updateById(entity);
+            throw new RenException(ErrorCode.VOICE_CLONE_TRAINING_FAILED, e.getMessage());
+        }
+    }
+
+    /**
+     * 调用火山引擎进行语音复刻训练
+     * 
+     * @param config 模型配置
+     * @param entity 语音克隆记录实体
+     * @throws Exception
+     */
+    private void huoshanClone(Map<String, Object> config, VoiceCloneEntity entity) throws Exception {
+        String appid = (String) config.get("appid");
+        String accessToken = (String) config.get("access_token");
+
+        if (StringUtils.isAnyBlank(appid, accessToken)) {
+            throw new RenException(ErrorCode.VOICE_CLONE_HUOSHAN_CONFIG_MISSING);
+        }
+
+        String audioBase64 = Base64.getEncoder().encodeToString(entity.getVoice());
+        Map<String, Object> reqBody = new HashMap<>();
+        reqBody.put("appid", appid);
+        List<Map<String, String>> audios = new ArrayList<>();
+        Map<String, String> audioMap = new HashMap<>();
+        audioMap.put("audio_bytes", audioBase64);
+        audioMap.put("audio_format", "wav");
+        audios.add(audioMap);
+        reqBody.put("audios", audios);
+        reqBody.put("source", 2);
+        reqBody.put("language", 0);
+        reqBody.put("model_type", 1);
+        reqBody.put("speaker_id", entity.getVoiceId());
+
+        String apiUrl = "https://openspeech.bytedance.com/api/v1/mega_tts/audio/upload";
+
+        HttpClient client = HttpClient.newHttpClient();
+        HttpRequest request = HttpRequest.newBuilder()
+                .uri(URI.create(apiUrl))
+                .header("Content-Type", "application/json")
+                .header("Authorization", "Bearer;" + accessToken)
+                .header("Resource-Id", "seed-icl-1.0")
+                .POST(HttpRequest.BodyPublishers.ofString(objectMapper.writeValueAsString(reqBody)))
+                .build();
+        HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
+
+        System.out.println(">>> HTTP status = " + response.statusCode());
+        System.out.println(">>> response body = " + response.body());
+
+        Map<String, Object> rsp = objectMapper.readValue(response.body(),
+                new TypeReference<Map<String, Object>>() {
+                });
+
+        // 获取BaseResp对象
+        Map<String, Object> baseResp = objectMapper.convertValue(rsp.get("BaseResp"),
+                new TypeReference<Map<String, Object>>() {
+                });
+        if (baseResp != null) {
+            Integer statusCode = objectMapper.convertValue(baseResp.get("StatusCode"), Integer.class);
+            String statusMessage = objectMapper.convertValue(baseResp.getOrDefault("StatusMessage", ""),
+                    String.class);
+
+            // 获取speaker_id
+            String speakerId = objectMapper.convertValue(rsp.get("speaker_id"), String.class);
+
+            // StatusCode == 0 表示成功
+            if (statusCode != null && statusCode == 0 && StringUtils.isNotBlank(speakerId)) {
+                entity.setTrainStatus(2);
+                entity.setVoiceId(speakerId);
+                entity.setTrainError("");
+                baseDao.updateById(entity);
+            } else {
+                // 失败时使用StatusMessage作为错误信息
+                String errorMsg = StringUtils.isNotBlank(statusMessage) ? statusMessage : "训练失败";
+                throw new RenException(errorMsg);
+            }
+        } else {
+            String errorMsg = objectMapper.convertValue(rsp.get("message"),
+                    new TypeReference<String>() {
+                    });
+            if (StringUtils.isNotBlank(errorMsg)) {
+                throw new RenException(errorMsg);
+            }
+            throw new RenException(ErrorCode.VOICE_CLONE_RESPONSE_FORMAT_ERROR);
+        }
+    }
 }
diff --git a/main/manager-api/src/main/resources/db/changelog/202510071521.sql b/main/manager-api/src/main/resources/db/changelog/202510071522.sql
similarity index 71%
rename from main/manager-api/src/main/resources/db/changelog/202510071521.sql
rename to main/manager-api/src/main/resources/db/changelog/202510071522.sql
index 06ffa006..f53d4227 100644
--- a/main/manager-api/src/main/resources/db/changelog/202510071521.sql
+++ b/main/manager-api/src/main/resources/db/changelog/202510071522.sql
@@ -11,5 +11,9 @@ CREATE TABLE `ai_voice_clone` (
     `train_error` VARCHAR(255) COMMENT '训练错误原因',
     `creator` BIGINT COMMENT '创建者 ID',
     `create_date` DATETIME COMMENT '创建时间',
-    PRIMARY KEY (`id`)
+    PRIMARY KEY (`id`),
+    INDEX idx_ai_voice_clone_user_id_model_id_train_status (model_id,user_id, train_status),
+    INDEX idx_ai_voice_clone_voice_id (voice_id),
+    INDEX idx_ai_voice_clone_user_id (user_id),
+    INDEX idx_ai_voice_clone_model_id_voice_id (model_id, voice_id)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='声音克隆表';
\ No newline at end of file
diff --git a/main/manager-api/src/main/resources/db/changelog/202510191042.sql b/main/manager-api/src/main/resources/db/changelog/202510191042.sql
new file mode 100644
index 00000000..1511645b
--- /dev/null
+++ b/main/manager-api/src/main/resources/db/changelog/202510191042.sql
@@ -0,0 +1,2 @@
+UPDATE `ai_model_config` SET model_code = 'XunfeiSparkLLM' WHERE id = 'LLM_XunfeiSparkLLM';
+UPDATE `ai_model_config` SET model_code = 'XunfeiStreamASR' WHERE id = 'ASR_XunfeiStream';
\ No newline at end of file
diff --git a/main/manager-api/src/main/resources/db/changelog/db.changelog-master.yaml b/main/manager-api/src/main/resources/db/changelog/db.changelog-master.yaml
index b3845b4d..b6b88bf3 100755
--- a/main/manager-api/src/main/resources/db/changelog/db.changelog-master.yaml
+++ b/main/manager-api/src/main/resources/db/changelog/db.changelog-master.yaml
@@ -389,9 +389,16 @@ databaseChangeLog:
             encoding: utf8
             path: classpath:db/changelog/202509220958.sql
   - changeSet:
-      id: 202510071521
+      id: 202510071522
       author: hrz
       changes:
         - sqlFile:
             encoding: utf8
-            path: classpath:db/changelog/202510071521.sql
+            path: classpath:db/changelog/202510071522.sql
+  - changeSet:
+      id: 202510191042
+      author: hrz
+      changes:
+        - sqlFile:
+            encoding: utf8
+            path: classpath:db/changelog/202510191042.sql
diff --git a/main/manager-api/src/main/resources/i18n/messages.properties b/main/manager-api/src/main/resources/i18n/messages.properties
index 816a1a8b..45eff87b 100644
--- a/main/manager-api/src/main/resources/i18n/messages.properties
+++ b/main/manager-api/src/main/resources/i18n/messages.properties
@@ -135,7 +135,9 @@
 10124=\u60A8\u7684mqtt\u5BC6\u94A5\u957F\u5EA6\u4E0D\u5B89\u5168\uFF0Cmqtt\u5BC6\u94A5\u5FC5\u987B\u540C\u65F6\u5305\u542B\u5927\u5C0F\u5199\u5B57\u6BCD
 10125=\u60A8\u7684mqtt\u5BC6\u94A5\u5305\u542B\u5F31\u5BC6\u7801
 10128=\u5B57\u5178\u6807\u7B7E\u91CD\u590D
-10129=modelType\u548CprovideCode\u4E0D\u80FD\u4E3A\u7A7A
+10129=SM2\u5BC6\u94A5\u672A\u914D\u7F6E
+10130=SM2\u89E3\u5BC6\u5931\u8D25
+10131=modelType\u548CprovideCode\u4E0D\u80FD\u4E3A\u7A7A
 10132=\u6CA1\u6709\u6743\u9650\u67E5\u770B\u8BE5\u667A\u80FD\u4F53\u7684\u804A\u5929\u8BB0\u5F55
 10133=\u4F1A\u8BDDID\u4E0D\u80FD\u4E3A\u7A7A
 10134=\u667A\u80FD\u4F53ID\u4E0D\u80FD\u4E3A\u7A7A
@@ -154,4 +156,14 @@
 10147=\u97F3\u8272ID\u4E0D\u80FD\u4E3A\u7A7A
 10148=\u5F52\u5C5E\u8D26\u53F7\u4E0D\u80FD\u4E3A\u7A7A
 10149=\u5220\u9664\u7684\u97F3\u8272\u8D44\u6E90ID\u4E0D\u80FD\u4E3A\u7A7A
-10150=\u60A8\u6CA1\u6709\u6743\u9650\u64CD\u4F5C\u8BE5\u8BB0\u5F55
\ No newline at end of file
+10150=\u60A8\u6CA1\u6709\u6743\u9650\u64CD\u4F5C\u8BE5\u8BB0\u5F55
+10151=\u8BF7\u5148\u4E0A\u4F20\u97F3\u9891\u6587\u4EF6
+10152=\u6A21\u578B\u914D\u7F6E\u672A\u627E\u5230
+10153=\u6A21\u578B\u7C7B\u578B\u672A\u627E\u5230
+10154=\u8BAD\u7EC3\u5931\u8D25
+10155=\u706B\u5C71\u5F15\u64CE\u7F3A\u5C11\u914D\u7F6E
+10156=\u54CD\u5E94\u683C\u5F0F\u9519\u8BEF\uFF0C\u7F3A\u5C11BaseResp\u5B57\u6BB5
+10157=\u8BF7\u6C42\u5931\u8D25
+10158=\u8BF7\u6C42\u5931\u8D25\uFF0C\u72B6\u6001\u7801{0}
+10159=\u97F3\u8272ID\u5DF2\u5B58\u5728
+10160=\u706B\u5C71\u5F15\u64CE\u97F3\u8272ID\u683C\u5F0F\u9519\u8BEF\uFF0C\u5FC5\u987B\u4EE5S_\u5F00\u5934
\ No newline at end of file
diff --git a/main/manager-api/src/main/resources/i18n/messages_en_US.properties b/main/manager-api/src/main/resources/i18n/messages_en_US.properties
index d338896c..98cd91db 100644
--- a/main/manager-api/src/main/resources/i18n/messages_en_US.properties
+++ b/main/manager-api/src/main/resources/i18n/messages_en_US.properties
@@ -156,4 +156,14 @@
 10147=Voice ID cannot be empty
 10148=Owner account cannot be empty
 10149=Voice resource ID to delete cannot be empty
-10150=You do not have permission to operate this record
\ No newline at end of file
+10150=You do not have permission to operate this record
+10151=Please upload audio file first
+10152=Model configuration not found
+10153=Model type not found
+10154=Training failed: {0}
+10155=Huoshan Engine configuration missing
+10156=Response format error, missing BaseResp field
+10157=Request failed
+10158=Clone Voice:
+10159=Voice ID already exists
+10160=Huoshan Engine voice ID format error, must start with S_
\ No newline at end of file
diff --git a/main/manager-api/src/main/resources/i18n/messages_zh_CN.properties b/main/manager-api/src/main/resources/i18n/messages_zh_CN.properties
index 175de703..563ee766 100644
--- a/main/manager-api/src/main/resources/i18n/messages_zh_CN.properties
+++ b/main/manager-api/src/main/resources/i18n/messages_zh_CN.properties
@@ -156,4 +156,14 @@
 10147=\u97F3\u8272ID\u4E0D\u80FD\u4E3A\u7A7A
 10148=\u5F52\u5C5E\u8D26\u53F7\u4E0D\u80FD\u4E3A\u7A7A
 10149=\u5220\u9664\u7684\u97F3\u8272\u8D44\u6E90ID\u4E0D\u80FD\u4E3A\u7A7A
-10150=\u60A8\u6CA1\u6709\u6743\u9650\u64CD\u4F5C\u8BE5\u8BB0\u5F55
\ No newline at end of file
+10150=\u60A8\u6CA1\u6709\u6743\u9650\u64CD\u4F5C\u8BE5\u8BB0\u5F55
+10151=\u8BF7\u5148\u4E0A\u4F20\u97F3\u9891\u6587\u4EF6
+10152=\u6A21\u578B\u914D\u7F6E\u672A\u627E\u5230
+10153=\u6A21\u578B\u7C7B\u578B\u672A\u627E\u5230
+10154=\u8BAD\u7EC3\u5931\u8D25
+10155=\u706B\u5C71\u5F15\u64CE\u7F3A\u5C11\u914D\u7F6E
+10156=\u54CD\u5E94\u683C\u5F0F\u9519\u8BEF\uFF0C\u7F3A\u5C11BaseResp\u5B57\u6BB5
+10157=\u8BF7\u6C42\u5931\u8D25
+10158=\u514B\u9686\u8272\u97F3:
+10159=\u97F3\u8272ID\u5DF2\u5B58\u5728
+10160=\u706B\u5C71\u5F15\u64CE\u97F3\u8272ID\u683C\u5F0F\u9519\u8BEF\uFF0C\u5FC5\u987B\u4EE5S_\u5F00\u5934
\ No newline at end of file
diff --git a/main/manager-api/src/main/resources/i18n/messages_zh_TW.properties b/main/manager-api/src/main/resources/i18n/messages_zh_TW.properties
index 3ed34742..4f7ebabf 100644
--- a/main/manager-api/src/main/resources/i18n/messages_zh_TW.properties
+++ b/main/manager-api/src/main/resources/i18n/messages_zh_TW.properties
@@ -156,4 +156,14 @@
 10147=\u97F3\u8272ID\u4E0D\u80FD\u70BA\u7A7A
 10148=\u6B78\u5C6C\u5E33\u865F\u4E0D\u80FD\u70BA\u7A7A
 10149=\u522A\u9664\u7684\u97F3\u8272\u8CC7\u6E90ID\u4E0D\u80FD\u70BA\u7A7A
-10150=\u60A8\u6C92\u6709\u6B0A\u9650\u64CD\u4F5C\u8A72\u8A18\u9304
\ No newline at end of file
+10150=\u60A8\u6C92\u6709\u6B0A\u9650\u64CD\u4F5C\u8A72\u8A18\u9304
+10151=\u8ACB\u5148\u4E0A\u50B3\u97F3\u983B\u6587\u4EF6
+10152=\u6A21\u578B\u914D\u7F6E\u672A\u627E\u5230
+10153=\u6A21\u578B\u985E\u578B\u672A\u627E\u5230
+10154=\u6A21\u578B\u8AB2\u7DF4\u5931\u6557: {0}
+10155=\u706B\u5C71\u5F15\u64CE\u7F3A\u5C11appid\u6216access_token
+10156=\u97FF\u61C9\u683C\u5F0F\u932F\u8AA4\uFF0C\u7F3A\u5C11BaseResp\u5B57\u6BB5
+10157=\u8ACB\u6C42\u5931\u6557
+10158=\u514B\u9686\u8A9E\u97F3:
+10159=\u97F3\u8272ID\u5DF2\u5B58\u5728
+10160=\u706B\u5C71\u5F15\u64CE\u97F3\u8272ID\u683C\u5F0F\u932F\u8AA4\uFF0C\u5FC5\u9808\u4EE5S_\u958B\u982D
\ No newline at end of file
diff --git a/main/manager-api/src/main/resources/mapper/voiceclone/VoiceCloneDao.xml b/main/manager-api/src/main/resources/mapper/voiceclone/VoiceCloneDao.xml
new file mode 100644
index 00000000..d7658592
--- /dev/null
+++ b/main/manager-api/src/main/resources/mapper/voiceclone/VoiceCloneDao.xml
@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+
+<mapper namespace="xiaozhi.modules.voiceclone.dao.VoiceCloneDao">
+    <select id="getTrainSuccess" resultType="xiaozhi.modules.model.dto.VoiceDTO">
+        select id, name
+        from ai_voice_clone
+        where model_id = #{modelId} and user_id = #{userId} and train_status = 2
+    </select>
+</mapper>
\ No newline at end of file
diff --git a/main/manager-web/src/apis/module/voiceClone.js b/main/manager-web/src/apis/module/voiceClone.js
index ac661f2c..89156974 100644
--- a/main/manager-web/src/apis/module/voiceClone.js
+++ b/main/manager-web/src/apis/module/voiceClone.js
@@ -79,7 +79,7 @@ export default {
     },
 
     // 复刻音频
-    cloneAudio(params, callback) {
+    cloneAudio(params, callback, errorCallback) {
         RequestService.sendRequest()
             .url(`${getServiceUrl()}/voiceClone/cloneAudio`)
             .method('POST')
@@ -88,10 +88,19 @@ export default {
                 RequestService.clearRequestTime();
                 callback(res);
             })
+            .fail((res) => {
+                // 业务失败回调
+                RequestService.clearRequestTime();
+                if (errorCallback) {
+                    errorCallback(res);
+                } else {
+                    callback(res);
+                }
+            })
             .networkFail((err) => {
                 console.error('上传失败:', err);
                 RequestService.reAjaxFun(() => {
-                    this.cloneAudio(params, callback);
+                    this.cloneAudio(params, callback, errorCallback);
                 });
             }).send();
     }
diff --git a/main/manager-web/src/i18n/en.js b/main/manager-web/src/i18n/en.js
index 00200256..b3043d5c 100644
--- a/main/manager-web/src/i18n/en.js
+++ b/main/manager-web/src/i18n/en.js
@@ -876,6 +876,8 @@ export default {
   'ttsModel.operationClosed': 'Operation closed',
   'ttsModel.edit': 'Edit',
   'ttsModel.delete': 'Delete',
+  'ttsModel.deleteVoiceSuccess': 'Successfully deleted {count} voices',
+  'ttsModel.deleteFailed': 'Failed to delete voices',
   'ttsModel.save': 'Save',
   'ttsModel.deselectAll': 'Deselect All',
   'ttsModel.selectAll': 'Select All',
@@ -885,6 +887,8 @@ export default {
   'ttsModel.unnamedVoice': 'Unnamed Voice',
   'ttsModel.finishEditingFirst': 'Please finish current editing first',
   'ttsModel.selectVoiceToDelete': 'Please select voices to delete',
+  'ttsModel.warning': 'Warning',
+  'ttsModel.confirmDeleteVoice': 'Are you sure to delete {count} voices?',
 
   // OTA Management Page Text
   'otaManagement.firmwareManagement': 'Firmware Management',
@@ -1019,7 +1023,7 @@ export default {
   'warning': 'Warning',
   'info': 'Info',
   'common.networkError': 'Network request failed',
-  
+
   // SM2 Encryption
   'sm2.publicKeyNotConfigured': 'SM2 public key not configured, please contact administrator',
   'sm2.encryptionFailed': 'Password encryption failed',
@@ -1095,6 +1099,8 @@ export default {
   'voiceClone.play': 'Play',
   'voiceClone.pause': 'Pause',
   'voiceClone.cancel': 'Cancel',
+  'voiceClone.warning': 'Warning',
+  'voiceClone.ok': 'OK',
   'voiceClone.nextStep': 'Next',
   'voiceClone.prevStep': 'Previous',
   'voiceClone.upload': 'Upload Audio',
@@ -1108,4 +1114,5 @@ export default {
   'voiceClone.updateNameSuccess': 'Name updated successfully',
   'voiceClone.updateNameFailed': 'Failed to update name',
   'voiceClone.playFailed': 'Play failed',
+  'voiceClone.Details': 'Error Details',
 }
\ No newline at end of file
diff --git a/main/manager-web/src/i18n/zh_CN.js b/main/manager-web/src/i18n/zh_CN.js
index 678ee041..e19b3473 100644
--- a/main/manager-web/src/i18n/zh_CN.js
+++ b/main/manager-web/src/i18n/zh_CN.js
@@ -466,7 +466,7 @@ export default {
   'chatHistory.downloadCurrentSession': '下载本会话聊天记录',
   'chatHistory.downloadCurrentWithPreviousSessions': '下载本会话及前20条会话聊天记录',
   'chatHistory.downloadLinkFailed': '获取下载链接失败',
-  
+
   'cache.status': '缓存状态',
   'cache.cdnEnabled': 'CDN模式已启用',
   'cache.cdnDisabled': 'CDN模式已禁用',
@@ -876,6 +876,8 @@ export default {
   'ttsModel.operationClosed': '操作已关闭',
   'ttsModel.edit': '编辑',
   'ttsModel.delete': '删除',
+  'ttsModel.deleteVoiceSuccess': '成功删除{count}个音色',
+  'ttsModel.deleteFailed': '删除音色失败',
   'ttsModel.save': '保存',
   'ttsModel.deselectAll': '取消全选',
   'ttsModel.selectAll': '全选',
@@ -885,6 +887,8 @@ export default {
   'ttsModel.unnamedVoice': '未命名音色',
   'ttsModel.finishEditingFirst': '请先完成当前编辑',
   'ttsModel.selectVoiceToDelete': '请选择要删除的音色',
+  'ttsModel.warning': '警告',
+  'ttsModel.confirmDeleteVoice': '确定要删除{count}个音色吗？',
 
   // OTA管理页面文本
   'otaManagement.firmwareManagement': '固件管理',
@@ -1019,7 +1023,7 @@ export default {
   'warning': '警告',
   'info': '提示',
   'common.networkError': '网络请求失败',
-  
+
   // SM2加密相关错误消息
   'sm2.publicKeyNotConfigured': 'SM2公钥未配置，请联系管理员',
   'sm2.encryptionFailed': '密码加密失败',
@@ -1095,6 +1099,8 @@ export default {
   'voiceClone.play': '播放',
   'voiceClone.pause': '暂停',
   'voiceClone.cancel': '取消',
+  'voiceClone.warning': '警告',
+  'voiceClone.ok': '确定',
   'voiceClone.nextStep': '下一步',
   'voiceClone.prevStep': '上一步',
   'voiceClone.upload': '上传音频',
@@ -1108,4 +1114,5 @@ export default {
   'voiceClone.updateNameSuccess': '名称更新成功',
   'voiceClone.updateNameFailed': '名称更新失败',
   'voiceClone.playFailed': '播放失败',
+  'voiceClone.Details': '错误详情',
 }
\ No newline at end of file
diff --git a/main/manager-web/src/i18n/zh_TW.js b/main/manager-web/src/i18n/zh_TW.js
index 9a511402..dbf61788 100644
--- a/main/manager-web/src/i18n/zh_TW.js
+++ b/main/manager-web/src/i18n/zh_TW.js
@@ -16,7 +16,7 @@ export default {
   'header.paramDictionary': '參數字典',
   'header.paramManagement': '參數管理',
   'header.dictManagement': '字典管理',
-  'header.agentTemplate': '預設角色模板', 
+  'header.agentTemplate': '預設角色模板',
   'header.searchHistory': '搜索歷史',
   'header.clearHistory': '清空歷史',
   'header.providerManagement': '字段管理',
@@ -874,6 +874,8 @@ export default {
   'ttsModel.operation': '操作',
   'ttsModel.edit': '編輯',
   'ttsModel.delete': '刪除',
+  'ttsModel.deleteVoiceSuccess': '成功刪除{count}個音色',
+  'ttsModel.deleteFailed': '刪除音色失敗',
   'ttsModel.save': '保存',
   'ttsModel.deselectAll': '取消全選',
   'ttsModel.selectAll': '全選',
@@ -883,6 +885,8 @@ export default {
   'ttsModel.unnamedVoice': '未命名音色',
   'ttsModel.finishEditingFirst': '請先完成目前編輯',
   'ttsModel.selectVoiceToDelete': '請選擇要刪除的音色',
+  'ttsModel.warning': '警告',
+  'ttsModel.confirmDeleteVoice': '確定要刪除{count}個音色嗎？',
   'ttsModel.operationFailed': '操作失敗',
   'ttsModel.operationClosed': '操作已關閉',
 
@@ -1095,6 +1099,8 @@ export default {
   'voiceClone.play': '播放',
   'voiceClone.pause': '暫停',
   'voiceClone.cancel': '取消',
+  'voiceClone.warning': '警告',
+  'voiceClone.ok': '確定',
   'voiceClone.nextStep': '下一步',
   'voiceClone.prevStep': '上一步',
   'voiceClone.upload': '上傳音頻',
@@ -1108,4 +1114,5 @@ export default {
   'voiceClone.updateNameSuccess': '名稱更新成功',
   'voiceClone.updateNameFailed': '名稱更新失敗',
   'voiceClone.playFailed': '播放失敗',
+  'voiceClone.Details': '錯誤詳情',
 }
\ No newline at end of file
diff --git a/main/manager-web/src/views/VoiceCloneManagement.vue b/main/manager-web/src/views/VoiceCloneManagement.vue
index a0e68ebc..ad64fd3a 100644
--- a/main/manager-web/src/views/VoiceCloneManagement.vue
+++ b/main/manager-web/src/views/VoiceCloneManagement.vue
@@ -36,9 +36,22 @@
                             </el-table-column>
                             <el-table-column :label="$t('voiceClone.trainStatus')" prop="trainStatus" align="center">
                                 <template slot-scope="scope">
-                                    {{ getTrainStatusText(scope.row) }}
+                                    <div class="status-button" :class="getStatusButtonClass(scope.row)">
+                                        <span>{{ getTrainStatusText(scope.row) }}</span>
+                                    </div>
                                 </template>
                             </el-table-column>
+
+                            <el-table-column :label="$t('voiceClone.Details')" align="center" width="80">
+                                <template slot-scope="scope">
+                                    <el-tooltip :content="getTooltipContent(scope.row)" placement="top">
+                                        <el-button size="mini" type="text" icon="el-icon-info"
+                                            @click="handleViewDetails(scope.row)">
+                                        </el-button>
+                                    </el-tooltip>
+                                </template>
+                            </el-table-column>
+
                             <el-table-column :label="$t('voiceClone.action')" align="center" width="180">
                                 <template slot-scope="scope">
                                     <el-button v-if="scope.row.hasVoice" size="mini" type="text"
@@ -164,6 +177,29 @@ export default {
         },
     },
     methods: {
+        getTooltipContent(row) {
+            if (!row.hasVoice) {
+                return '待上传';
+            }
+            switch (row.trainStatus) {
+                case 0:
+                    return '待复刻';
+                case 2:
+                    return '训练成功';
+                case 3:
+                    // 训练失败时，根据错误信息智能展示
+                    if (row.trainError) {
+                        return `训练失败：${row.trainError}`;
+                    }
+                    return '训练失败';
+                default:
+                    return '';
+            }
+        },
+        handleViewDetails(row) {
+            console.log('查看详情:', row);
+            // 可以在这里添加查看详情的逻辑
+        },
         handlePageSizeChange(val) {
             this.pageSize = val;
             this.currentPage = 1;
@@ -226,8 +262,6 @@ export default {
             switch (row.trainStatus) {
                 case 0:
                     return this.$t('voiceClone.waitingTraining');
-                case 1:
-                    return this.$t('voiceClone.training');
                 case 2:
                     return this.$t('voiceClone.trainSuccess');
                 case 3:
@@ -236,19 +270,100 @@ export default {
                     return '';
             }
         },
+        // 获取状态按钮样式
+        getStatusButtonClass(row) {
+            if (!row.hasVoice || row.trainStatus === 0) {
+                return 'status-waiting';
+            } else if (row.trainStatus === 2) {
+                return 'status-success';
+            } else if (row.trainStatus === 3) {
+                return 'status-failed';
+            }
+            return '';
+        },
         // 处理复刻操作
         handleClone(row) {
+            // 防止重复提交
+            if (row._submitting) {
+                return;
+            }
+            row._submitting = true;
+
             const params = {
                 cloneId: row.id
             };
-            Api.voiceClone.cloneAudio(params, (res) => {
-                res = res.data;
-                if (res.code === 0) {
-                    this.$message.success(this.$t('message.success'));
-                } else {
-                    this.$message.error(res.msg || this.$t('message.error'));
+            try {
+                Api.voiceClone.cloneAudio(params, (res) => {
+                    try {
+                        res = res.data;
+                        if (res.code === 0) {
+                            this.$message.success(this.$t('message.success'));
+                            // 复刻成功后刷新列表
+                            this.fetchVoiceCloneList();
+                        } else {
+                            // 复刻失败时刷新列表以获取完整的错误信息
+                            console.log('API返回错误，刷新列表获取详细错误信息');
+                            this.$message.error(res.msg || this.$t('message.error'));
+                            // 刷新列表以获取后端保存的完整错误详情
+                            this.fetchVoiceCloneList();
+                        }
+                    } catch (error) {
+                        // 处理响应时出错，刷新列表
+                        console.error('处理响应时出错:', error);
+                        this.$message.error('处理响应时出错');
+                        this.fetchVoiceCloneList();
+                    } finally {
+                        row._submitting = false;
+                    }
+                }, (error) => {
+                    // API调用失败，刷新列表以获取最新状态
+                    console.error('API调用失败:', error);
+                    this.$message.error('克隆失败，请将鼠标悬停在错误提示上，查看错误详情');
+                    this.fetchVoiceCloneList();
+                    row._submitting = false;
+                });
+            } catch (error) {
+                // 调用API时出错，刷新列表
+                console.error('调用API时出错:', error);
+                this.$message.error('调用API时出错');
+                this.fetchVoiceCloneList();
+                row._submitting = false;
+            }
+        },
+
+        // 更新行状态并触发视图更新
+        updateRowStatus(row, status, statusCode = null) {
+            // 在Vue中直接修改数组中的对象属性可能不会触发视图更新
+            const index = this.voiceCloneList.findIndex(item => item.id === row.id);
+            const updateData = {
+                trainStatus: status
+            };
+
+            // 如果提供了状态码，也更新状态码信息
+            if (statusCode !== null) {
+                updateData.statusCode = statusCode;
+            }
+
+            if (index !== -1) {
+                // 使用Vue.set来确保响应式更新
+                this.$set(this.voiceCloneList, index, {
+                    ...this.voiceCloneList[index],
+                    ...updateData
+                });
+                // 强制表格重新渲染
+                if (this.$refs.paramsTable) {
+                    this.$refs.paramsTable.doLayout();
                 }
-            });
+            } else {
+                // 如果找不到索引，直接更新row对象
+                row.trainStatus = status;
+                if (statusCode !== null) {
+                    row.statusCode = statusCode;
+                }
+                // 强制整个表格重新渲染
+                this.$forceUpdate();
+            }
+            console.log('更新行状态:', row.id, '状态:', status, '状态码:', statusCode);
         },
         // 复刻成功后的回调
         handleCloneSuccess() {
@@ -619,6 +734,35 @@ export default {
     color: #5a64b5 !important;
 }
 
+/* 状态按钮样式 */
+.status-button {
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    padding: 4px 10px;
+    border-radius: 4px;
+    font-size: 12px;
+    font-weight: 500;
+}
+
+.status-waiting {
+    background-color: #f5f7fa;
+    color: #909399;
+    border: 1px solid #e4e7ed;
+}
+
+.status-success {
+    background-color: #f6ffed;
+    color: #52c41a;
+    border: 1px solid #b7eb8f;
+}
+
+.status-failed {
+    background-color: #fff2f0;
+    color: #ff4d4f;
+    border: 1px solid #ffccc7;
+}
+
 .name-view {
     display: inline-flex;
     align-items: center;
diff --git a/main/manager-web/src/views/VoiceResourceManagement.vue b/main/manager-web/src/views/VoiceResourceManagement.vue
index efcba413..cce107e1 100644
--- a/main/manager-web/src/views/VoiceResourceManagement.vue
+++ b/main/manager-web/src/views/VoiceResourceManagement.vue
@@ -249,9 +249,9 @@ export default {
             }
 
             const itemCount = items.length;
-            this.$confirm(this.$t('voiceClone.confirmDelete', { count: itemCount }), 'Warning', {
-                confirmButtonText: 'OK',
-                cancelButtonText: 'Cancel',
+            this.$confirm(this.$t('voiceClone.confirmDelete', { count: itemCount }), this.$t('voiceClone.warning'), {
+                confirmButtonText: this.$t('voiceClone.ok'),
+                cancelButtonText: this.$t('voiceClone.cancel'),
                 type: 'warning',
                 distinguishCancelAndClose: true
             }).then(() => {