diff --git a/packages/frontend/core/src/modules/media/entities/audio-transcription-job-store.ts b/packages/frontend/core/src/modules/media/entities/audio-transcription-job-store.ts
index 82ad498f3b..3ef75aa6c7 100644
--- a/packages/frontend/core/src/modules/media/entities/audio-transcription-job-store.ts
+++ b/packages/frontend/core/src/modules/media/entities/audio-transcription-job-store.ts
@@ -1,6 +1,7 @@
 import {
   claimAudioTranscriptionMutation,
   getAudioTranscriptionQuery,
+  retryAudioTranscriptionMutation,
   submitAudioTranscriptionMutation,
 } from '@affine/graphql';
 import { Entity } from '@toeverything/infra';
@@ -55,6 +56,24 @@ export class AudioTranscriptionJobStore extends Entity<{
     return response.submitAudioTranscription;
   };
 
+  retryAudioTranscription = async (jobId: string) => {
+    const graphqlService = this.graphqlService;
+    if (!graphqlService) {
+      throw new Error('No graphql service available');
+    }
+    const response = await graphqlService.gql({
+      query: retryAudioTranscriptionMutation,
+      variables: {
+        jobId,
+        workspaceId: this.currentWorkspaceId,
+      },
+    });
+    if (!response.retryAudioTranscription) {
+      throw new Error('Failed to retry audio transcription');
+    }
+    return response.retryAudioTranscription;
+  };
+
   getAudioTranscription = async (blobId: string, jobId?: string) => {
     const graphqlService = this.graphqlService;
     if (!graphqlService) {
diff --git a/packages/frontend/core/src/modules/media/entities/audio-transcription-job.ts b/packages/frontend/core/src/modules/media/entities/audio-transcription-job.ts
index 2a5d1a0eea..22fef885c4 100644
--- a/packages/frontend/core/src/modules/media/entities/audio-transcription-job.ts
+++ b/packages/frontend/core/src/modules/media/entities/audio-transcription-job.ts
@@ -146,6 +146,11 @@ export class AudioTranscriptionJob extends Entity<{
       if (!job) {
         logger.debug('No existing job found, submitting new transcription job');
         job = await this.store.submitAudioTranscription();
+      } else if (job.status === AiJobStatus.failed) {
+        logger.debug('Found existing failed job, retrying', {
+          jobId: job.id,
+        });
+        job = await this.store.retryAudioTranscription(job.id);
       } else {
         logger.debug('Found existing job', {
           jobId: job.id,