diff --git a/backend/apps/generation/views.py b/backend/apps/generation/views.py
index 640ef39..a421a5f 100644
--- a/backend/apps/generation/views.py
+++ b/backend/apps/generation/views.py
@@ -204,14 +204,18 @@ def video_generate_view(request):
         # Layer 2.5: 用户总消费额度 (skip if -1)
         from decimal import Decimal
         if user.spending_limit != Decimal('-1'):
-            total_spent = GenerationRecord.objects.filter(
-                user=user,
-                status__in=['completed', 'processing', 'queued'],
+            # 已完成的用 cost_amount，处理中/排队的用 frozen_amount（预估费用）
+            completed_cost = GenerationRecord.objects.filter(
+                user=user, status='completed',
             ).aggregate(total=Sum('cost_amount'))['total'] or Decimal('0')
+            pending_cost = GenerationRecord.objects.filter(
+                user=user, status__in=['processing', 'queued'],
+            ).aggregate(total=Sum('frozen_amount'))['total'] or Decimal('0')
+            total_spent = completed_cost + pending_cost
             if total_spent + estimated_cost > user.spending_limit:
                 return Response({
                     'error': 'spending_limit_exceeded',
-                    'message': f'您的总消费已达上限（¥{user.spending_limit}），请联系管理员',
+                    'message': f'余额不足，总额度 ¥{user.spending_limit}，已消费 ¥{total_spent:.2f}，剩余 ¥{(user.spending_limit - total_spent):.2f}，本次预估 ¥{estimated_cost:.2f}',
                     'spending_limit': float(user.spending_limit),
                     'total_spent': float(total_spent),
                 }, status=status.HTTP_429_TOO_MANY_REQUESTS)
diff --git a/web/src/components/PromptInput.tsx b/web/src/components/PromptInput.tsx
index e41cac9..3006140 100644
--- a/web/src/components/PromptInput.tsx
+++ b/web/src/components/PromptInput.tsx
@@ -616,13 +616,15 @@ export function PromptInput() {
                   <div className={styles.mentionThumb}>
                     {ref.type === 'video' ? (
                       <video src={ref.previewUrl} muted className={styles.thumbMedia} />
+                    ) : ref.type === 'audio' ? (
+                      <span style={{ fontSize: 16 }}>{'\u266B'}</span>
                     ) : (
                       <img src={tosThumb(ref.previewUrl, 72)} alt="" className={styles.thumbMedia} />
                     )}
                   </div>
                   <span className={styles.mentionLabel}>{ref.label}</span>
                   <span className={styles.mentionType}>
-                    {ref.type === 'video' ? '视频' : '图片'}
+                    {ref.type === 'video' ? '视频' : ref.type === 'audio' ? '音频' : '图片'}
                   </span>
                 </button>
               ))}
@@ -671,6 +673,8 @@ export function PromptInput() {
               playsInline
               className={styles.previewMedia}
             />
+          ) : hoverRef.type === 'audio' ? (
+            <div style={{ width: 120, height: 80, display: 'flex', alignItems: 'center', justifyContent: 'center', fontSize: 32 }}>{'\u266B'}</div>
           ) : (
             <img
               src={tosThumb(hoverRef.previewUrl, 200)}
diff --git a/web/src/components/VideoDetailModal.tsx b/web/src/components/VideoDetailModal.tsx
index f5043d7..f3b8f0c 100644
--- a/web/src/components/VideoDetailModal.tsx
+++ b/web/src/components/VideoDetailModal.tsx
@@ -493,8 +493,10 @@ export function VideoDetailModal({ task, onClose, onReEdit, onRegenerate, onDele
                             <circle cx="18" cy="16" r="3" />
                           </svg>
                         </div>
-                      ) : (
+                      ) : ref.previewUrl ? (
                         <img src={tosThumb(ref.previewUrl, 300)} alt={ref.label} className={styles.refImg} style={{ cursor: 'zoom-in' }} onClick={() => setLightboxSrc(ref.previewUrl)} />
+                      ) : (
+                        <div className={styles.refAudioPlaceholder} style={{ fontSize: 12, color: 'var(--color-text-disabled)' }}>无预览</div>
                       )}
                       <span className={styles.refLabel}>{ref.label}</span>
                     </div>
diff --git a/web/src/store/generation.ts b/web/src/store/generation.ts
index c4b0b48..94ae86a 100644
--- a/web/src/store/generation.ts
+++ b/web/src/store/generation.ts
@@ -62,7 +62,9 @@ function backendToFrontend(bt: BackendTask): GenerationTask {
   const references: ReferenceSnapshot[] = allRefs
     .filter((ref) => {
       const url = ref.url || '';
-      return !url.startsWith('asset://') && !url.startsWith('Asset://');
+      if (!url || url.trim() === '') return false;
+      if (url.startsWith('asset://') || url.startsWith('Asset://')) return false;
+      return true;
     })
     .map((ref, i) => ({
       id: `ref_${bt.task_id}_${i}`,