diff --git a/.env.example b/.env.example
index 4ee7670..a6cce84 100644
--- a/.env.example
+++ b/.env.example
@@ -36,3 +36,7 @@ VOICEFLOW_VOLCENGINE_TTS_TOKEN=''
 
 # 语音服务端口配置
 VOICEFLOW_SERVER_PORT=18080           # 语音服务端口
+
+# Whisper 配置
+VOICEFLOW_WHISPER_API_KEY=''
+VOICEFLOW_WHISPER_ENDPOINT="https://audio-turbo.us-virginia-1.direct.fireworks.ai/v1/audio/transcriptions"
\ No newline at end of file
diff --git a/configs/config.yaml b/configs/config.yaml
index 1cc89ca..2a42f14 100644
--- a/configs/config.yaml
+++ b/configs/config.yaml
@@ -12,7 +12,7 @@ minio:
   storage_path: "voiceflow/audio/"
 
 stt:
-  # 可选值：azure、 google、 local、 assemblyai-ws、 volcengine、 aws、 assemblyai
+  # 可选值：azure、 google、 local、 assemblyai-ws、 volcengine、 aws、 assemblyai、 whisper-v3
   provider: assemblyai
 
 tts:
@@ -121,4 +121,17 @@ logging:
   max_backups: 3
   max_age: 28
   compress: true
-  report_caller: true
\ No newline at end of file
+  report_caller: true
+
+# 添加 Whisper 配置段
+whisper:
+  api_key: "your-api-key"
+  endpoint: "https://audio-turbo.us-virginia-1.direct.fireworks.ai/v1/audio/transcriptions"
+  model: "accounts/fireworks/models/whisper-v3-turbo"
+  temperature: 0
+  vad_model: "silero"
+  max_retries: 3
+  timeout: 30
+  language: "auto"
+  task: "transcribe"
+  batch_size: 30
\ No newline at end of file
diff --git a/internal/server/handlers.go b/internal/server/handlers.go
index 4912e59..76d3a2b 100644
--- a/internal/server/handlers.go
+++ b/internal/server/handlers.go
@@ -30,7 +30,10 @@ func InitServices() {
 	if err != nil {
 		logger.Fatalf("配置初始化失败: %v", err)
 	}
-	sttService = stt.NewService(cfg.STT.Provider)
+	sttService, err = stt.NewService(cfg.STT.Provider)
+	if err != nil {
+		logger.Fatalf("STT 服务初始化失败: %v", err)
+	}
 	ttsService = tts.NewService(cfg.TTS.Provider)
 	// llmService = llm.NewService(cfg.LLM.Provider)
 	storageService = storage.NewService()
diff --git a/internal/stt/stt.go b/internal/stt/stt.go
index 336b444..8aeaca8 100644
--- a/internal/stt/stt.go
+++ b/internal/stt/stt.go
@@ -2,12 +2,15 @@
 package stt
 
 import (
+	"fmt"
+
 	assemblyai "github.com/telepace/voiceflow/internal/stt/assemblyai"
 	aaiws "github.com/telepace/voiceflow/internal/stt/assemblyai-ws"
 	"github.com/telepace/voiceflow/internal/stt/azure"
 	"github.com/telepace/voiceflow/internal/stt/google"
 	"github.com/telepace/voiceflow/internal/stt/local"
 	"github.com/telepace/voiceflow/internal/stt/volcengine"
+	"github.com/telepace/voiceflow/internal/stt/whisper"
 	"github.com/telepace/voiceflow/pkg/logger"
 )
 
@@ -17,22 +20,24 @@ type Service interface {
 }
 
 // NewService 根据配置返回相应的 STT 服务实现
-func NewService(provider string) Service {
+func NewService(provider string) (Service, error) {
 	logger.Debugf("Using STT provider: %s", provider)
 	switch provider {
 	case "azure":
-		return azure.NewAzureSTT()
+		return azure.NewAzureSTT(), nil
 	case "google":
-		return google.NewGoogleSTT()
+		return google.NewGoogleSTT(), nil
 	case "assemblyai-ws":
-		return aaiws.NewAssemblyAI()
+		return aaiws.NewAssemblyAI(), nil
 	case "volcengine":
-		return volcengine.NewVolcengineSTT()
+		return volcengine.NewVolcengineSTT(), nil
 	case "local":
-		return local.NewLocalSTT()
+		return local.NewLocalSTT(), nil
 	case "assemblyai":
-		return assemblyai.NewAssemblyAI()
+		return assemblyai.NewAssemblyAI(), nil
+	case "whisper-v3":
+		return whisper.NewWhisperSTT(), nil
 	default:
-		return local.NewLocalSTT()
+		return nil, fmt.Errorf("未知的 STT 提供商: %s", provider)
 	}
 }
diff --git a/internal/stt/whisper/whisper.go b/internal/stt/whisper/whisper.go
new file mode 100644
index 0000000..112b176
--- /dev/null
+++ b/internal/stt/whisper/whisper.go
@@ -0,0 +1,110 @@
+package whisper
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"mime/multipart"
+	"net/http"
+
+	"github.com/telepace/voiceflow/pkg/config"
+	"github.com/telepace/voiceflow/pkg/logger"
+)
+
+type WhisperSTT struct {
+	apiKey      string
+	endpoint    string
+	model       string
+	temperature float64
+	vadModel    string
+}
+
+type WhisperResponse struct {
+	Text     string  `json:"text"`
+	Language string  `json:"language,omitempty"`
+	Duration float64 `json:"duration,omitempty"`
+}
+
+func NewWhisperSTT() *WhisperSTT {
+	cfg, err := config.GetConfig()
+	if err != nil {
+		logger.Fatalf("配置初始化失败: %v", err)
+	}
+
+	return &WhisperSTT{
+		apiKey:      cfg.Whisper.APIKey,
+		endpoint:    cfg.Whisper.Endpoint,
+		model:       cfg.Whisper.Model,
+		temperature: cfg.Whisper.Temperature,
+		vadModel:    cfg.Whisper.VADModel,
+	}
+}
+
+func (w *WhisperSTT) Recognize(audioData []byte, audioURL string) (string, error) {
+	// 创建一个 buffer 来写入 multipart 数据
+	body := &bytes.Buffer{}
+	writer := multipart.NewWriter(body)
+
+	// 写入音频文件
+	part, err := writer.CreateFormFile("file", "audio.mp3")
+	if err != nil {
+		return "", fmt.Errorf("创建表单文件失败: %v", err)
+	}
+	if _, err := io.Copy(part, bytes.NewReader(audioData)); err != nil {
+		return "", fmt.Errorf("写入音频数据失败: %v", err)
+	}
+
+	// 添加其他参数
+	writer.WriteField("model", w.model)
+	writer.WriteField("temperature", fmt.Sprintf("%f", w.temperature))
+	writer.WriteField("vad_model", w.vadModel)
+
+	// 关闭 multipart writer
+	if err := writer.Close(); err != nil {
+		return "", fmt.Errorf("关闭 writer 失败: %v", err)
+	}
+
+	// 创建请求
+	req, err := http.NewRequest("POST", w.endpoint, body)
+	if err != nil {
+		return "", fmt.Errorf("创建请求失败: %v", err)
+	}
+
+	// 设置请求头
+	req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", w.apiKey))
+	req.Header.Set("Content-Type", writer.FormDataContentType())
+
+	// 发送请求
+	client := &http.Client{}
+	resp, err := client.Do(req)
+	if err != nil {
+		return "", fmt.Errorf("发送请求失败: %v", err)
+	}
+	defer resp.Body.Close()
+
+	// 检查响应状态
+	if resp.StatusCode != http.StatusOK {
+		bodyBytes, _ := io.ReadAll(resp.Body)
+		return "", fmt.Errorf("API 请求失败，状态码: %d，响应: %s",
+			resp.StatusCode, string(bodyBytes))
+	}
+
+	// 解析响应
+	var result WhisperResponse
+	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		return "", fmt.Errorf("解析响应失败: %v", err)
+	}
+
+	logger.Infof("语音识别完成，语言: %s, 时长: %.2f秒",
+		result.Language, result.Duration)
+
+	return result.Text, nil
+}
+
+func (w *WhisperSTT) StreamRecognize(ctx context.Context, audioDataChan <-chan []byte,
+	transcriptChan chan<- string) error {
+	// Whisper V3 Turbo 目前不支持流式处理
+	return fmt.Errorf("Whisper V3 Turbo 不支持流式处理")
+}
diff --git a/pkg/config/config.go b/pkg/config/config.go
index e5a81c4..8bcb0ee 100644
--- a/pkg/config/config.go
+++ b/pkg/config/config.go
@@ -51,6 +51,19 @@ type AWSConfig struct {
 	Region          string `yaml:"region"`
 }
 
+type WhisperConfig struct {
+	APIKey      string  `mapstructure:"api_key"`
+	Endpoint    string  `mapstructure:"endpoint"`
+	Model       string  `mapstructure:"model"`
+	Temperature float64 `mapstructure:"temperature"`
+	VADModel    string  `mapstructure:"vad_model"`
+	MaxRetries  int     `mapstructure:"max_retries"`
+	Timeout     int     `mapstructure:"timeout"`
+	Language    string  `mapstructure:"language"`   // 可选的指定语言
+	Task        string  `mapstructure:"task"`       // transcribe 或 translate
+	BatchSize   int     `mapstructure:"batch_size"` // 音频分段大小(秒)
+}
+
 type Config struct {
 	Server struct {
 		Port      int
@@ -129,6 +142,7 @@ type Config struct {
 		Compress     bool   `mapstructure:"compress"`
 		ReportCaller bool   `mapstructure:"report_caller"`
 	}
+	Whisper WhisperConfig `mapstructure:"whisper"`
 }
 
 var (