diff --git a/controller/relay-audio.go b/controller/relay-audio.go
index 9e78dadc..bebf26b5 100644
--- a/controller/relay-audio.go
+++ b/controller/relay-audio.go
@@ -1,6 +1,7 @@
 package controller
 
 import (
+	"bufio"
 	"bytes"
 	"context"
 	"encoding/json"
@@ -102,7 +103,13 @@ func relayAudioHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 		fullRequestURL = fmt.Sprintf("%s/openai/deployments/%s/audio/transcriptions?api-version=%s", baseURL, audioModel, apiVersion)
 	}
 
-	requestBody := c.Request.Body
+	requestBody := &bytes.Buffer{}
+	_, err = io.Copy(requestBody, c.Request.Body)
+	if err != nil {
+		return errorWrapper(err, "new_request_body_failed", http.StatusInternalServerError)
+	}
+	c.Request.Body = io.NopCloser(bytes.NewBuffer(requestBody.Bytes()))
+	responseFormat := c.DefaultPostForm("response_format", "json")
 
 	req, err := http.NewRequest(c.Request.Method, fullRequestURL, requestBody)
 	if err != nil {
@@ -144,12 +151,33 @@ func relayAudioHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 		if err != nil {
 			return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
 		}
-		var whisperResponse WhisperResponse
-		err = json.Unmarshal(responseBody, &whisperResponse)
-		if err != nil {
-			return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
+
+		var openAIErr TextResponse
+		if err = json.Unmarshal(responseBody, &openAIErr); err == nil {
+			if openAIErr.Error.Message != "" {
+				return errorWrapper(errors.New(fmt.Sprintf("type %s, code %v, message %s", openAIErr.Error.Type, openAIErr.Error.Code, openAIErr.Error.Message)), "request_error", http.StatusInternalServerError)
+			}
 		}
-		quota = countTokenText(whisperResponse.Text, audioModel)
+
+		var text string
+		switch responseFormat {
+		case "json":
+			text, err = getTextFromJson(responseBody)
+		case "text":
+			text, err = getTextFromText(responseBody)
+		case "srt":
+			text, err = getTextFromSrt(responseBody)
+		case "verbose_json":
+			text, err = getTextFromVerboseJson(responseBody)
+		case "vtt":
+			text, err = getTextFromVtt(responseBody)
+		default:
+			return errorWrapper(errors.New("not_support_response_format"), "not_support_response_format", http.StatusInternalServerError)
+		}
+		if err != nil {
+			return errorWrapper(err, "get_text_from_body_err", http.StatusInternalServerError)
+		}
+		quota = countTokenText(text, audioModel)
 		resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
 	}
 	if resp.StatusCode != http.StatusOK {
@@ -187,3 +215,48 @@ func relayAudioHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 	}
 	return nil
 }
+
+func getTextFromVtt(body []byte) (string, error) {
+	return getTextFromSrt(body)
+}
+
+func getTextFromVerboseJson(body []byte) (string, error) {
+	var whisperResponse WhisperVerboseJsonResponse
+	if err := json.Unmarshal(body, &whisperResponse); err != nil {
+		return "", fmt.Errorf("unmarshal_response_body_failed err :%w", err)
+	}
+	return whisperResponse.Text, nil
+}
+
+func getTextFromSrt(body []byte) (string, error) {
+	scanner := bufio.NewScanner(strings.NewReader(string(body)))
+	var builder strings.Builder
+	var textLine bool
+	for scanner.Scan() {
+		line := scanner.Text()
+		if textLine {
+			builder.WriteString(line)
+			textLine = false
+			continue
+		} else if strings.Contains(line, "-->") {
+			textLine = true
+			continue
+		}
+	}
+	if err := scanner.Err(); err != nil {
+		return "", err
+	}
+	return builder.String(), nil
+}
+
+func getTextFromText(body []byte) (string, error) {
+	return strings.TrimSuffix(string(body), "\n"), nil
+}
+
+func getTextFromJson(body []byte) (string, error) {
+	var whisperResponse WhisperJsonResponse
+	if err := json.Unmarshal(body, &whisperResponse); err != nil {
+		return "", fmt.Errorf("unmarshal_response_body_failed err :%w", err)
+	}
+	return whisperResponse.Text, nil
+}
diff --git a/controller/relay.go b/controller/relay.go
index 58ee8381..9d410fe8 100644
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -141,10 +141,31 @@ type ImageRequest struct {
 	User           string `json:"user,omitempty"`
 }
 
-type WhisperResponse struct {
+type WhisperJsonResponse struct {
 	Text string `json:"text,omitempty"`
 }
 
+type WhisperVerboseJsonResponse struct {
+	Task     string    `json:"task"`
+	Language string    `json:"language"`
+	Duration float64   `json:"duration"`
+	Text     string    `json:"text"`
+	Segments []Segment `json:"segments"`
+}
+
+type Segment struct {
+	Id               int     `json:"id"`
+	Seek             int     `json:"seek"`
+	Start            float64 `json:"start"`
+	End              float64 `json:"end"`
+	Text             string  `json:"text"`
+	Tokens           []int   `json:"tokens"`
+	Temperature      float64 `json:"temperature"`
+	AvgLogprob       float64 `json:"avg_logprob"`
+	CompressionRatio float64 `json:"compression_ratio"`
+	NoSpeechProb     float64 `json:"no_speech_prob"`
+}
+
 type TextToSpeechRequest struct {
 	Model          string  `json:"model" binding:"required"`
 	Input          string  `json:"input" binding:"required"`