diff --git a/backend/internal/ai/stt/deepgram.go b/backend/internal/ai/stt/deepgram.go
new file mode 100644
index 0000000..94ca970
--- /dev/null
+++ b/backend/internal/ai/stt/deepgram.go
@@ -0,0 +1,139 @@
+package stt
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/url"
+	"strings"
+	"time"
+
+	"github.com/gorilla/websocket"
+	"go.uber.org/zap"
+)
+
+// DeepgramService 基于 Deepgram WebSocket API 的语音识别实现。
+type DeepgramService struct {
+	apiKey   string
+	endpoint string
+	logger   *zap.SugaredLogger
+}
+
+// NewDeepgramService 创建 Deepgram STT 服务。
+func NewDeepgramService(apiKey, endpoint string, logger *zap.SugaredLogger) *DeepgramService {
+	if endpoint == "" {
+		endpoint = "wss://api.deepgram.com/v1/listen"
+	}
+	return &DeepgramService{
+		apiKey:   apiKey,
+		endpoint: endpoint,
+		logger:   logger,
+	}
+}
+
+// deepgramResponse Deepgram WebSocket 响应。
+type deepgramResponse struct {
+	Channel struct {
+		Alternatives []struct {
+			Transcript string  `json:"transcript"`
+			Confidence float64 `json:"confidence"`
+		} `json:"alternatives"`
+	} `json:"channel"`
+	IsFinal bool `json:"is_final"`
+}
+
+// Recognize 实现 stt.Service。通过 WebSocket 发送音频到 Deepgram，返回最终识别文本。
+func (d *DeepgramService) Recognize(ctx context.Context, audio []byte, opts Options) (string, error) {
+	if len(audio) == 0 {
+		return "", fmt.Errorf("stt: empty audio")
+	}
+
+	// 构建 WebSocket URL，附带查询参数
+	wsURL := d.buildURL(opts)
+
+	// 5 秒总超时
+	ctx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	// 建立 WebSocket 连接
+	conn, _, err := websocket.DefaultDialer.DialContext(ctx, wsURL, http.Header{
+		"Authorization": []string{"Token " + d.apiKey},
+	})
+	if err != nil {
+		return "", fmt.Errorf("stt: connect deepgram: %w", err)
+	}
+	defer conn.Close()
+
+	// 发送音频数据（一次性）
+	if err := conn.WriteMessage(websocket.BinaryMessage, audio); err != nil {
+		return "", fmt.Errorf("stt: send audio: %w", err)
+	}
+
+	// 发送 Close 消息通知服务端音频已发送完毕
+	closeMsg := websocket.FormatCloseMessage(websocket.CloseNormalClosure, "")
+	_ = conn.WriteMessage(websocket.CloseMessage, closeMsg)
+
+	// 读取识别结果
+	var transcript strings.Builder
+	for {
+		_, message, err := conn.ReadMessage()
+		if err != nil {
+			// Close 帧是正常的结束信号
+			if websocket.IsCloseError(err, websocket.CloseNormalClosure) {
+				break
+			}
+			if websocket.IsUnexpectedCloseError(err, websocket.CloseNormalClosure) {
+				break
+			}
+			return "", fmt.Errorf("stt: read response: %w", err)
+		}
+
+		var resp deepgramResponse
+		if err := json.Unmarshal(message, &resp); err != nil {
+			d.logger.Warnw("stt: unmarshal response failed", "error", err)
+			continue
+		}
+
+		if len(resp.Channel.Alternatives) > 0 {
+			text := strings.TrimSpace(resp.Channel.Alternatives[0].Transcript)
+			if text != "" {
+				transcript.WriteString(text)
+			}
+		}
+
+		if resp.IsFinal {
+			break
+		}
+	}
+
+	return strings.TrimSpace(transcript.String()), nil
+}
+
+// buildURL 构建 Deepgram WebSocket URL，包含音频格式参数。
+func (d *DeepgramService) buildURL(opts Options) string {
+	u, _ := url.Parse(d.endpoint)
+
+	encoding := opts.Encoding
+	if encoding == "" {
+		encoding = "pcm_s16le"
+	}
+	sampleRate := opts.SampleRate
+	if sampleRate == 0 {
+		sampleRate = 16000
+	}
+	language := opts.Language
+	if language == "" {
+		language = "zh-CN"
+	}
+
+	q := u.Query()
+	q.Set("encoding", encoding)
+	q.Set("sample_rate", fmt.Sprintf("%d", sampleRate))
+	q.Set("language", language)
+	q.Set("model", "nova-2")
+	q.Set("punctuate", "true")
+	u.RawQuery = q.Encode()
+
+	return u.String()
+}