feat: 将视频转写重构为纯文字异步语音识别

This commit is contained in:
2026-10-03 21:58:06 +08:00
parent 040273586b
commit 6f0e38054b
34 changed files with 2283 additions and 1771 deletions
+201 -381
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@@ -1,437 +1,257 @@
"use client";
import { useState, useEffect } from "react";
import Image from "next/image";
import Link from "next/link";
import { useCallback, useEffect, useRef, useState } from "react";
import BackButton from "@/app/components/BackButton";
type VideoTranscript = {
id: string;
speech_detected: boolean;
language: string | null;
audio_type: string | null;
transcript: string | null;
non_speech_summary: string | null;
};
import {
isActive,
statusLabels,
type TranscriptionState,
type TranscriptionStatus,
} from "@/lib/stt/types";
type Video = {
aweme_id: string;
desc: string;
cover_url: string;
duration_ms: number;
author: {
nickname: string;
};
transcript: VideoTranscript | null;
};
type ApiResponse = {
videos: Video[];
total: number;
author: { nickname: string };
transcription: TranscriptionState;
};
const filters: ("all" | TranscriptionStatus)[] = [
"all",
"PENDING",
"QUEUED",
"PROCESSING",
"SUCCEEDED",
"FAILED",
];
export default function SttVideosPage() {
const [videos, setVideos] = useState<Video[]>([]);
const [loading, setLoading] = useState(true);
const [error, setError] = useState<string | null>(null);
const [transcribing, setTranscribing] = useState<Set<string>>(new Set());
const [filter, setFilter] = useState<"all" | "transcribed" | "pending">(
"all",
);
const [batchTranscribing, setBatchTranscribing] = useState(false);
const [batchProgress, setBatchProgress] = useState({ current: 0, total: 0 });
useEffect(() => {
fetchVideos();
}, []);
const fetchVideos = async () => {
const [notice, setNotice] = useState("");
const [submitting, setSubmitting] = useState<Set<string>>(new Set());
const [batchSubmitting, setBatchSubmitting] = useState(false);
const [filter, setFilter] = useState<"all" | TranscriptionStatus>("all");
const fetching = useRef(false);
const fetchVideos = useCallback(async () => {
if (fetching.current) return;
fetching.current = true;
try {
setLoading(true);
const response = await fetch("/api/admin/stt/videos");
if (!response.ok) {
throw new Error("Failed to fetch videos");
}
const data: ApiResponse = await response.json();
const response = await fetch("/api/admin/stt/videos", {
cache: "no-store",
});
if (!response.ok) throw new Error("读取转写列表失败");
const data: { videos: Video[] } = await response.json();
setVideos(data.videos);
setError(null);
} catch (err) {
setError(err instanceof Error ? err.message : "Unknown error");
setError(err instanceof Error ? err.message : "读取失败");
} finally {
setLoading(false);
fetching.current = false;
}
};
}, []);
useEffect(() => {
void fetchVideos();
const timer = setInterval(() => {
void fetchVideos();
}, 5000);
return () => clearInterval(timer);
}, [fetchVideos]);
// 简单的 sleep 工具
const sleep = (ms: number) =>
new Promise((resolve) => setTimeout(resolve, ms));
type PollOptions = {
intervalMs?: number;
maxAttempts?: number;
};
// 轮询某个视频的转写状态直至完成或超时
const pollVideoUntilTranscribed = async (
awemeId: string,
{ intervalMs = 2000, maxAttempts = 30 }: PollOptions = {},
): Promise<boolean> => {
for (let attempt = 0; attempt < maxAttempts; attempt++) {
try {
const resp = await fetch("/api/admin/stt/videos");
if (resp.ok) {
const data: ApiResponse = await resp.json();
setVideos(data.videos);
const v = data.videos.find((x) => x.aweme_id === awemeId);
if (v && v.transcript) {
return true;
}
}
} catch (e) {
// 忽略网络错误,继续轮询
}
await sleep(intervalMs);
}
return false;
};
const handleTranscribe = async (awemeId: string) => {
setTranscribing((prev) => new Set(prev).add(awemeId));
async function handleTranscribe(awemeId: string) {
setSubmitting((prev) => new Set(prev).add(awemeId));
try {
const response = await fetch(`/api/stt?awemeId=${awemeId}`);
if (!response.ok) {
throw new Error("Failed to transcribe video");
}
// 轮询直到该视频转写完成或超时,避免后端异步导致立即刷新拿不到最新状态
const done = await pollVideoUntilTranscribed(awemeId);
if (!done) {
// 兜底刷新一次
await fetchVideos();
}
const response = await fetch("/api/stt", {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ awemeId }),
});
const data = await response.json();
if (!response.ok) throw new Error(data.error || "任务入队失败");
setVideos((prev) =>
prev.map((video) =>
video.aweme_id === awemeId
? { ...video, transcription: data }
: video,
),
);
} catch (err) {
alert(err instanceof Error ? err.message : "Transcription failed");
setNotice(err instanceof Error ? err.message : "任务入队失败");
} finally {
setTranscribing((prev) => {
setSubmitting((prev) => {
const next = new Set(prev);
next.delete(awemeId);
return next;
});
}
};
const handleBatchTranscribe = async () => {
const pendingVideos = videos.filter((v) => v.transcript === null);
if (pendingVideos.length === 0) {
alert("没有待转写的视频");
return;
}
if (
!confirm(
`确定要转写 ${pendingVideos.length} 个视频吗?这可能需要较长时间。`,
)
) {
return;
}
setBatchTranscribing(true);
setBatchProgress({ current: 0, total: pendingVideos.length });
const pollers: Promise<boolean>[] = [];
for (let i = 0; i < pendingVideos.length; i++) {
const video = pendingVideos[i];
setBatchProgress({ current: i + 1, total: pendingVideos.length });
setTranscribing((prev) => new Set(prev).add(video.aweme_id));
try {
const response = await fetch(`/api/stt?awemeId=${video.aweme_id}`);
if (!response.ok) {
console.error(`Failed to transcribe video ${video.aweme_id}`);
}
// 为该视频启动后台轮询,不阻塞批处理的顺序执行
const p = pollVideoUntilTranscribed(video.aweme_id).finally(() => {
setTranscribing((prev) => {
const next = new Set(prev);
next.delete(video.aweme_id);
return next;
});
});
pollers.push(p);
} catch (err) {
console.error(`Error transcribing video ${video.aweme_id}:`, err);
}
}
// 等待所有轮询结束(完成或超时),再进行最终刷新
if (pollers.length > 0) {
await Promise.allSettled(pollers);
}
await fetchVideos();
setBatchTranscribing(false);
setBatchProgress({ current: 0, total: 0 });
alert("批量转写完成!");
};
const filteredVideos = videos.filter((v) => {
if (filter === "transcribed") return v.transcript !== null;
if (filter === "pending") return v.transcript === null;
return true;
});
const stats = {
total: videos.length,
transcribed: videos.filter((v) => v.transcript !== null).length,
pending: videos.filter((v) => v.transcript === null).length,
};
if (loading) {
return (
<div className="min-h-screen bg-gray-50 p-8">
<div className="max-w-7xl mx-auto">
<div className="text-center py-12">
<div className="inline-block animate-spin rounded-full h-12 w-12 border-b-2 border-gray-900"></div>
<p className="mt-4 text-gray-600">加载中...</p>
</div>
</div>
</div>
);
}
if (error) {
return (
<div className="min-h-screen bg-gray-50 p-8">
<div className="max-w-7xl mx-auto">
<div className="bg-red-50 border border-red-200 rounded-lg p-6 text-center">
<p className="text-red-600">错误: {error}</p>
<button
onClick={fetchVideos}
className="mt-4 px-4 py-2 bg-red-600 text-white rounded-lg hover:bg-red-700"
>
重试
</button>
</div>
</div>
</div>
);
async function handleBatch() {
setBatchSubmitting(true);
try {
const response = await fetch("/api/stt/batch", { method: "POST" });
const data = await response.json();
if (!response.ok) throw new Error(data.error || "批量入队失败");
setNotice(`已加入 ${data.queued} 个转写任务;关闭页面后仍会继续处理。`);
await fetchVideos();
} catch (err) {
setNotice(err instanceof Error ? err.message : "批量入队失败");
} finally {
setBatchSubmitting(false);
}
}
const count = (status: TranscriptionStatus) =>
videos.filter((v) => v.transcription.status === status).length;
const eligible = videos.filter(
(v) =>
v.transcription.transcript === null && !isActive(v.transcription.status),
).length;
const shown = videos.filter(
(v) => filter === "all" || v.transcription.status === filter,
);
return (
<div className="min-h-screen bg-gray-50">
<div className="max-w-7xl mx-auto p-8">
{/* Header */}
<div className="mb-8">
<BackButton />
<h1 className="text-3xl font-bold text-gray-900 mt-4">
视频转写管理
</h1>
<p className="text-gray-600 mt-2">管理视频的语音转写状态</p>
<main className="min-h-screen bg-gray-50 p-6">
<div className="mx-auto max-w-7xl space-y-4">
<BackButton />
<h1 className="text-2xl font-semibold text-gray-900">视频文字转写</h1>
<p className="text-sm text-gray-600">
已完成 {count("SUCCEEDED")} · 处理中 {count("PROCESSING")} · 排队中{" "}
{count("QUEUED")} · 失败 {count("FAILED")} · 待转写 {count("PENDING")}
</p>
{error && (
<p role="alert" className="text-red-700">
{error}
</p>
)}
{notice && (
<output className="block text-sm text-gray-700">{notice}</output>
)}
<div className="flex flex-wrap items-center justify-between gap-3">
<div className="flex flex-wrap gap-2">
{filters.map((value) => (
<button
type="button"
key={value}
onClick={() => setFilter(value)}
className={`rounded px-3 py-2 text-sm ${filter === value ? "bg-blue-600 text-white" : "bg-white text-gray-700"}`}
>
{value === "all"
? `全部 (${videos.length})`
: `${statusLabels[value]} (${count(value)})`}
</button>
))}
</div>
<button
type="button"
onClick={handleBatch}
disabled={batchSubmitting || !eligible}
className="rounded bg-blue-600 px-4 py-2 text-sm text-white disabled:opacity-50"
>
{batchSubmitting ? "正在加入队列…" : `批量补转 (${eligible})`}
</button>
</div>
{/* Stats */}
<div className="grid grid-cols-1 md:grid-cols-3 gap-6 mb-8">
<div className="bg-white rounded-lg shadow p-6">
<div className="text-sm text-gray-600">总视频数</div>
<div className="text-3xl font-bold text-gray-900 mt-2">
{stats.total}
</div>
</div>
<div className="bg-white rounded-lg shadow p-6">
<div className="text-sm text-gray-600">已转写</div>
<div className="text-3xl font-bold text-green-600 mt-2">
{stats.transcribed}
</div>
</div>
<div className="bg-white rounded-lg shadow p-6">
<div className="text-sm text-gray-600">待转写</div>
<div className="text-3xl font-bold text-orange-600 mt-2">
{stats.pending}
</div>
</div>
</div>
{/* Filter */}
<div className="bg-white rounded-lg shadow p-4 mb-6">
<div className="flex items-center justify-between">
<div className="flex gap-4">
<button
onClick={() => setFilter("all")}
className={`px-4 py-2 rounded-lg font-medium transition-colors ${
filter === "all"
? "bg-blue-600 text-white"
: "bg-gray-100 text-gray-700 hover:bg-gray-200"
}`}
>
全部 ({stats.total})
</button>
<button
onClick={() => setFilter("transcribed")}
className={`px-4 py-2 rounded-lg font-medium transition-colors ${
filter === "transcribed"
? "bg-green-600 text-white"
: "bg-gray-100 text-gray-700 hover:bg-gray-200"
}`}
>
已转写 ({stats.transcribed})
</button>
<button
onClick={() => setFilter("pending")}
className={`px-4 py-2 rounded-lg font-medium transition-colors ${
filter === "pending"
? "bg-orange-600 text-white"
: "bg-gray-100 text-gray-700 hover:bg-gray-200"
}`}
>
待转写 ({stats.pending})
</button>
</div>
<div className="flex items-center gap-4">
{batchTranscribing && (
<div className="text-sm text-gray-600">
正在转写: {batchProgress.current} / {batchProgress.total}
</div>
)}
<button
onClick={handleBatchTranscribe}
disabled={batchTranscribing || stats.pending === 0}
className="px-6 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 disabled:bg-gray-400 disabled:cursor-not-allowed transition-colors font-medium"
>
{batchTranscribing ? (
<span className="flex items-center gap-2">
<span className="inline-block animate-spin rounded-full h-4 w-4 border-b-2 border-white"></span>
批量转写中...
</span>
) : (
"全部转写"
)}
</button>
</div>
</div>
</div>
{/* Video List */}
<div className="bg-white rounded-lg shadow overflow-hidden">
<div className="overflow-x-auto">
<table className="min-w-full divide-y divide-gray-200">
<thead className="bg-gray-50">
<tr>
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
视频
</th>
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
时长
</th>
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
转写状态
</th>
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
操作
</th>
</tr>
</thead>
<tbody className="bg-white divide-y divide-gray-200">
{filteredVideos.map((video) => (
<tr key={video.aweme_id} className="hover:bg-gray-50">
<td className="px-6 py-4">
<div className="flex items-center gap-4">
<img
src={video.cover_url}
alt=""
className="w-20 h-28 object-cover rounded"
/>
<div className="flex-1 min-w-0">
<div className="overflow-x-auto rounded border border-gray-200 bg-white">
<table className="w-full text-left text-sm">
<thead className="bg-gray-100 text-gray-600">
<tr>
<th className="p-3">视频</th>
<th className="p-3">时长</th>
<th className="p-3">状态与文字</th>
<th className="p-3">操作</th>
</tr>
</thead>
<tbody>
{shown.map((video) => {
const state = video.transcription;
const active =
isActive(state.status) || submitting.has(video.aweme_id);
return (
<tr
key={video.aweme_id}
className="border-t border-gray-100 align-top"
>
<td className="p-3">
<div className="flex max-w-sm gap-3">
{video.cover_url && (
<Image
src={video.cover_url}
alt=""
width={56}
height={80}
unoptimized
className="h-20 w-14 rounded object-cover"
/>
)}
<div>
<Link
className="line-clamp-2 text-blue-700"
href={`/aweme/${video.aweme_id}`}
className="text-sm font-medium text-blue-600 hover:text-blue-800 line-clamp-2"
>
{video.desc || "无描述"}
</Link>
<p className="text-sm text-gray-500 mt-1">
<p className="mt-1 text-gray-500">
@{video.author.nickname}
</p>
</div>
</div>
</td>
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
{Math.floor(video.duration_ms / 1000)}s
<td className="whitespace-nowrap p-3 text-gray-700">
{Math.floor(video.duration_ms / 1000)} 秒
</td>
<td className="px-6 py-4">
{video.transcript ? (
<div className="space-y-1">
<div className="flex items-center gap-2">
<span className="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-green-100 text-green-800">
已转写
</span>
{video.transcript.language && (
<span className="text-xs text-gray-500">
{video.transcript.language}
</span>
)}
</div>
{video.transcript.speech_detected ? (
<div className="text-xs text-gray-600 line-clamp-5 max-w-md">
{video.transcript.transcript}
</div>
) : (
<div className="text-xs text-gray-500">
<span className="font-medium">
{video.transcript.audio_type || "非语音"}
</span>
{video.transcript.non_speech_summary && (
<span className="ml-1">
- {video.transcript.non_speech_summary}
</span>
)}
</div>
)}
</div>
) : (
<span className="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-orange-100 text-orange-800">
待转写
</span>
<td className="p-3">
<p
className={
state.status === "FAILED"
? "text-red-700"
: "text-gray-700"
}
>
{statusLabels[state.status]}
</p>
{state.error && (
<p className="mt-1 max-w-lg text-xs text-red-700">
{state.error}
</p>
)}
{state.transcript !== null && (
<p className="mt-1 max-w-lg whitespace-pre-wrap text-gray-600">
{state.transcript.join("\n") || "未识别到文字"}
</p>
)}
</td>
<td className="px-6 py-4 whitespace-nowrap text-sm">
{video.transcript ? (
<button
onClick={() => handleTranscribe(video.aweme_id)}
disabled={transcribing.has(video.aweme_id)}
className="px-4 py-2 bg-gray-600 text-white rounded-lg hover:bg-gray-700 disabled:bg-gray-400 disabled:cursor-not-allowed transition-colors"
>
{transcribing.has(video.aweme_id) ? (
<span className="flex items-center gap-2">
<span className="inline-block animate-spin rounded-full h-4 w-4 border-b-2 border-white"></span>
重新转写...
</span>
) : (
"重新转写"
)}
</button>
) : (
<button
onClick={() => handleTranscribe(video.aweme_id)}
disabled={transcribing.has(video.aweme_id)}
className="px-4 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700 disabled:bg-blue-400 disabled:cursor-not-allowed transition-colors"
>
{transcribing.has(video.aweme_id) ? (
<span className="flex items-center gap-2">
<span className="inline-block animate-spin rounded-full h-4 w-4 border-b-2 border-white"></span>
转写中...
</span>
) : (
"开始转写"
)}
</button>
)}
<td className="whitespace-nowrap p-3">
<button
type="button"
disabled={active}
onClick={() => handleTranscribe(video.aweme_id)}
className="rounded bg-gray-100 px-3 py-2 text-gray-800 disabled:opacity-50"
>
{active
? "处理中…"
: state.status === "FAILED"
? "重试"
: state.transcript !== null
? "重新转写"
: "开始转写"}
</button>
</td>
</tr>
))}
</tbody>
</table>
</div>
{filteredVideos.length === 0 && (
<div className="text-center py-12 text-gray-500">没有找到视频</div>
);
})}
</tbody>
</table>
{!shown.length && (
<p className="p-8 text-center text-gray-500">
{loading ? "加载中…" : "没有找到视频"}
</p>
)}
</div>
</div>
</div>
</main>
);
}
+5 -17
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@@ -1,26 +1,23 @@
import { NextResponse } from "next/server";
import { prisma } from "@/lib/prisma";
import { getFileUrl } from "@/lib/minio";
import { prisma } from "@/lib/prisma";
import { transcriptionState } from "@/lib/stt/types";
export async function GET() {
try {
const videos = await prisma.video.findMany({
orderBy: { created_at: "desc" },
take: 1000,
include: {
author: {
select: {
nickname: true,
},
},
transcriptionTask: true,
transcript: {
select: {
id: true,
speech_detected: true,
language: true,
audio_type: true,
transcript: true,
non_speech_summary: true,
},
},
},
@@ -29,21 +26,12 @@ export async function GET() {
const formattedVideos = videos.map((v) => ({
aweme_id: v.aweme_id,
desc: v.desc,
cover_url: getFileUrl(v.cover_url ?? ""),
cover_url: v.cover_url ? getFileUrl(v.cover_url) : "",
duration_ms: v.duration_ms,
author: {
nickname: v.author.nickname,
},
transcript: v.transcript
? {
id: v.transcript.id,
speech_detected: v.transcript.speech_detected,
language: v.transcript.language,
audio_type: v.transcript.audio_type,
transcript: v.transcript.transcript,
non_speech_summary: v.transcript.non_speech_summary,
}
: null,
transcription: transcriptionState(v.transcript, v.transcriptionTask),
}));
return NextResponse.json({
+6 -2
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@@ -21,7 +21,7 @@ import {
releaseIsolatedContext,
} from "@/app/api/fetcher/browser";
import { extractFirstFrame } from "@/app/api/media";
import { transcriptAweme } from "../stt";
import { enqueueTranscription } from "@/lib/stt/tasks";
const DETAIL_PATH = "/aweme/v1/web/aweme/detail/";
const COMMENT_PATH = "/aweme/v1/web/comment/list/";
@@ -429,7 +429,11 @@ export async function scrapeDouyin(url: string) {
fps ?? undefined,
);
console.log(chalk.green.bold("✓ 视频作品保存成功"));
transcriptAweme(detail.aweme_detail.aweme_id).catch((e) => {}); // 异步转写,不阻塞主流程
try {
await enqueueTranscription(detail.aweme_detail.aweme_id);
} catch {
console.error("视频已保存,但转写任务入队失败,可在后台批量补转");
}
return { type: "video", ...saved };
} else {
throw new ScrapeError(
+16 -6
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@@ -111,17 +111,17 @@ export async function getVideoDuration(
}
/**
* 使用 ffmpeg 将视频二进制转换为音频,返回音频 Buffer
* 使用 ffmpeg 将视频 Buffer 或本地文件转换为音频,返回音频 Buffer
*
* 默认输出 mp3,可通过 opts.format 指定 'mp3' | 'aac' | 'wav'
* - mp3: 使用 libmp3lame,contentType 为 'audio/mpeg'
* - mp3: 使用 libmp3lame,16 kHz 单声道,contentType 为 'audio/mpeg'
* - aac: 输出 m4a 容器(AAC 编码),contentType 为 'audio/mp4'
* - wav: PCM 16-bit,44100Hz,双声道,contentType 为 'audio/wav'
*
* 若系统未安装 ffmpeg 或未在 PATH 中,返回 null 并给出提示。
*/
export async function extractAudio(
videoBuffer: Buffer,
videoBuffer: Buffer | string,
opts?: { format?: "mp3" | "aac" | "wav"; bitrateKbps?: number },
): Promise<{ buffer: Buffer; contentType: string; ext: string } | null> {
const ffmpegCmd = process.env.FFMPEG_PATH || "ffmpeg";
@@ -129,6 +129,7 @@ export async function extractAudio(
const base = `dy_${Date.now()}_${Math.random().toString(36).slice(2, 8)}`;
const inPath = path.join(tmpDir, `${base}.mp4`);
const inputPath = typeof videoBuffer === "string" ? videoBuffer : inPath;
const format = opts?.format ?? "mp3";
const bitrate = Math.max(32, Math.min(512, opts?.bitrateKbps ?? 192)); // 安全范围 32~512 kbps
@@ -174,19 +175,28 @@ export async function extractAudio(
}
try {
await fs.writeFile(inPath, videoBuffer);
if (typeof videoBuffer !== "string") await fs.writeFile(inPath, videoBuffer);
const args = [
"-hide_banner",
"-loglevel",
"error",
"-i",
inPath,
inputPath,
"-map",
"0:a:0",
"-ac",
"1",
"-ar",
"16000",
"-vn", // 丢弃视频流
...codecArgs,
"-y",
outPath,
];
await execFileAsync(ffmpegCmd, args, { windowsHide: true });
await execFileAsync(ffmpegCmd, args, {
windowsHide: true,
timeout: 60 * 60 * 1000,
});
const audio = await fs.readFile(outPath);
return { buffer: audio, contentType, ext };
} catch (e: any) {
+22
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@@ -0,0 +1,22 @@
import { NextResponse } from "next/server";
import { getAsrConfig } from "@/lib/stt/dashscope";
import { enqueueMissingTranscriptions } from "@/lib/stt/tasks";
export const runtime = "nodejs";
export async function POST() {
try {
getAsrConfig();
} catch (error) {
return NextResponse.json(
{ error: (error as Error).message },
{ status: 503 },
);
}
try {
return NextResponse.json(
{ queued: await enqueueMissingTranscriptions() },
{ status: 202 },
);
} catch {
return NextResponse.json({ error: "批量任务入队失败" }, { status: 500 });
}
}
-113
View File
@@ -1,113 +0,0 @@
import fs from "fs";
import OpenAI from "openai";
import prompt from "./prompt.md";
import { prisma } from "@/lib/prisma";
import { downloadFile } from "@/lib/minio";
import { extractAudio } from "../media";
import { z } from "zod";
import { zodResponseFormat } from "openai/helpers/zod";
import { ProxyAgent, setGlobalDispatcher } from "undici";
const proxy = process.env.HTTPS_PROXY || process.env.HTTP_PROXY;
if (proxy) {
setGlobalDispatcher(new ProxyAgent(proxy));
}
const client = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
baseURL: process.env.OPENAI_API_BASE_URL,
});
// Zod schema aligned with prompt.md
export const SttSchema = z
.object({
speech_detected: z.boolean(),
language: z.string().min(1).nullable(),
audio_type: z.string().nullable(),
transcript: z.array(z.string()),
non_speech_summary: z.string().nullable(),
})
.strict();
export type SttResult = z.infer<typeof SttSchema>;
async function transcriptAudio(audio: Buffer | string) {
if (typeof audio === "string") {
audio = fs.readFileSync(audio);
}
const base64Audio = Buffer.from(audio).toString("base64");
const completion = await client.chat.completions.create({
model: "gemini-2.5-flash",
messages: [
{
role: "user",
content: [
{ type: "text", text: prompt },
{
type: "input_audio",
input_audio: { data: base64Audio, format: "mp3" },
},
],
},
],
response_format: zodResponseFormat(SttSchema, "stt_result"),
});
const data = completion.choices?.[0]?.message;
console.log("转写结果", data.content);
if (!data || !data.content) {
throw new Error("No STT result returned from model");
}
try {
return JSON.parse(data.content) as SttResult;
} catch (e) {
throw new Error("Failed to parse STT result JSON");
}
}
export async function transcriptAweme(awemeId: string): Promise<SttResult> {
const aweme = await prisma.video.findUnique({
where: { aweme_id: awemeId },
});
if (!aweme) {
throw new Error("Aweme not found or aweme is not a video post");
}
const vPath = aweme.video_url;
const buffer = await downloadFile(vPath);
const audioDat = await extractAudio(buffer, {
format: "mp3",
bitrateKbps: 128,
});
if (!audioDat || !audioDat.buffer) {
throw new Error("Failed to extract audio from video");
}
// 调用大模型生成转写结果
const result = await transcriptAudio(audioDat.buffer);
// 将转写结果持久化到数据库
await prisma.videoTranscript.upsert({
where: { videoId: awemeId },
update: {
speech_detected: result.speech_detected,
language: result.language,
audio_type: result.audio_type,
transcript: result.transcript,
non_speech_summary: result.non_speech_summary,
},
create: {
videoId: awemeId,
speech_detected: result.speech_detected,
language: result.language,
audio_type: result.audio_type,
transcript: result.transcript,
non_speech_summary: result.non_speech_summary,
},
});
return result;
}
-29
View File
@@ -1,29 +0,0 @@
你将接收一段音频。请完成:你将接收一段音频。语音活动检测(VAD)与声源分类。
**输出 JSON Schema(示例)**
```json
{
"speech_detected": true,
"language": "zh-CN",
"audio_type": null,
"transcript": ["大家好,我是xxx", "欢迎来到今天的视频", "今天我们来聊聊AI的未来"],
"non_speech_summary": null,
}
```
**当无发言时返回:**
```json
{
"speech_detected": false,
"language": null,
"audio_type": "music | ambience | animal | mechanical | other",
"transcript": [],
"non_speech_summary": "示例:纯音乐-钢琴独奏,节奏舒缓;或 环境声-雨声伴随雷鸣。",
}
```
** 规则补充 **
* 允许`language` 为多标签(如 "zh-CN,en")或为 `null`(无发言时)。
+29 -19
View File
@@ -1,23 +1,33 @@
import { type NextRequest, NextResponse } from "next/server";
import { enqueueTranscription, readTranscription } from "@/lib/stt/tasks";
import { isActive } from "@/lib/stt/types";
export const runtime = "nodejs";
import { NextRequest, NextResponse } from "next/server";
import { prisma } from "@/lib/prisma";
import type { FeedItem, FeedResponse } from "@/app/types/feed";
import { getFileUrl } from "@/lib/minio";
import { transcriptAweme } from ".";
// Contract
// Inputs: search params { before?: ISOString, limit?: number }
// Output: { items: FeedItem[], nextCursor: ISOString | null }
export const dynamic = "force-dynamic";
const validId = (id: unknown): id is string =>
typeof id === "string" && /^[A-Za-z0-9_-]{1,128}$/.test(id);
export async function GET(req: NextRequest) {
const { searchParams } = new URL(req.url);
const awemeId = searchParams.get("awemeId");
if (!awemeId) {
return NextResponse.json(
{ error: "Missing awemeId parameter" },
{ status: 400 },
);
const id = req.nextUrl.searchParams.get("awemeId");
if (!validId(id))
return NextResponse.json({ error: "需要有效的 awemeId" }, { status: 400 });
try {
const state = await readTranscription(id);
return state
? NextResponse.json(state)
: NextResponse.json({ error: "视频不存在" }, { status: 404 });
} catch {
return NextResponse.json({ error: "读取转写状态失败" }, { status: 500 });
}
}
export async function POST(req: NextRequest) {
const body = await req.json().catch(() => null);
if (!validId(body?.awemeId))
return NextResponse.json({ error: "需要有效的 awemeId" }, { status: 400 });
try {
const state = await enqueueTranscription(body.awemeId, true);
return state
? NextResponse.json(state, { status: isActive(state.status) ? 202 : 200 })
: NextResponse.json({ error: "视频不存在" }, { status: 404 });
} catch {
return NextResponse.json({ error: "转写任务入队失败" }, { status: 500 });
}
const script = await transcriptAweme(awemeId);
return NextResponse.json(script);
}
+1 -1
View File
@@ -556,7 +556,7 @@ export default function AwemeDetailClient({
segmentProgress={imageCarouselState.segProgress}
musicUrl={isVideo ? undefined : (data as ImageData).music_url}
audioRef={audioRef}
hasTranscript={isVideo && !!transcript?.speech_detected}
hasTranscript={isVideo && !!transcript}
onShowTranscript={() => setTranscriptOpen(true)}
onTogglePlay={togglePlay}
onSeek={handleControlSeek}
@@ -36,7 +36,7 @@ export function TranscriptPanel({
});
};
if (!transcript?.speech_detected || !transcript.transcript?.length) {
if (!transcript?.transcript?.length) {
return (
<div
className="fixed inset-0 z-50 flex items-center justify-center bg-black/60 backdrop-blur-sm"
@@ -60,7 +60,7 @@ export function TranscriptPanel({
{/* 内容 */}
<div className="p-8 text-center text-white/60">
<p>该视频暂无语音转录内容</p>
<p>{transcript ? "未识别到文字" : "该视频尚未转写"}</p>
</div>
</div>
</div>
@@ -80,11 +80,7 @@ export function TranscriptPanel({
<div className="flex items-center justify-between p-4 border-b border-white/10 flex-shrink-0">
<div>
<h2 className="text-lg font-semibold text-white">语音转录</h2>
{transcript.language && (
<p className="text-xs text-white/50 mt-1">
语言: {transcript.language}
</p>
)}
</div>
<div className="flex items-center gap-2">
<button
-2
View File
@@ -53,8 +53,6 @@ export type ImageData = {
export type AwemeData = VideoData | ImageData;
export type VideoTranscript = {
speech_detected: boolean;
language: string | null;
transcript: string[];
};