Commit e753921
Changed files (7)
src/asr/gemini_asr.py
@@ -0,0 +1,70 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+import random
+from pathlib import Path
+
+from glom import glom
+from google import genai
+from google.genai.types import GenerateContentConfig, HttpOptions, UploadFileConfig
+from loguru import logger
+from pydantic import BaseModel
+
+from config import ASR
+
+
+class Transcription(BaseModel):
+ start_minute: int
+ start_second: int
+ sentence_with_punctuation: str
+
+
+async def gemini_asr(path: str | Path, voice_format: str) -> str:
+ """Gemini ASR.
+
+ https://ai.google.dev/gemini-api/docs/audio
+ """
+ path = Path(path)
+ if voice_format == "ogg-opus":
+ voice_format = "ogg"
+
+ api_keys = [x.strip() for x in ASR.GEMINI_API_KEY.split(",") if x.strip()]
+ random.shuffle(api_keys)
+ res = ""
+ for key in api_keys:
+ try:
+ logger.debug(f"ASR {path.as_posix()} via {ASR.GEMINI_BASR_URL}, proxy={ASR.GEMINI_PROXY}")
+ client = genai.Client(api_key=key, http_options=HttpOptions(base_url=ASR.GEMINI_BASR_URL, async_client_args={"proxy": ASR.GEMINI_PROXY}))
+ uploaded_audio = await client.aio.files.upload(file=path, config=UploadFileConfig(mime_type=f"audio/{voice_format}"))
+ logger.debug(uploaded_audio)
+ response = await client.aio.models.generate_content(
+ model=ASR.GEMINI_MODEL,
+ contents=["请转录这段音频", uploaded_audio],
+ config=GenerateContentConfig(
+ response_mime_type="application/json",
+ response_schema=list[Transcription],
+ temperature=0,
+ ),
+ )
+ if parsed := glom(response.model_dump(), "parsed"):
+ return generate_transcription(parsed)
+ except Exception as e:
+ logger.error(e)
+ res = str(e)
+ return res
+
+
+def generate_transcription(items: list[dict]) -> str:
+ res = ""
+ show_timestamp = False
+ for idx, item in enumerate(items):
+ sentence: str = item["sentence_with_punctuation"]
+ if not sentence:
+ continue
+
+ if idx == 0 or res.endswith((".", "。")):
+ show_timestamp = True
+ if show_timestamp:
+ res += f"\n[{item['start_minute']}:{item['start_second']:02d}] {sentence}"
+ else:
+ res += sentence
+ return res.strip()
src/asr/tecent_asr.py
@@ -7,31 +7,11 @@ from pathlib import Path
import anyio
-from config import ASR_MAX_DURATION, FILE_SERVER, PROXY, TOKEN
+from config import ASR
from networking import hx_req
from utils import nowdt
-def get_asr_method(duration: float, file_size: int) -> tuple[str, list[str]]:
- """Get tencent ASR method and supported file types."""
- if duration > ASR_MAX_DURATION:
- return f"无法识别时长超过{ASR_MAX_DURATION}秒的音频, 当前音频时长: {duration}秒", []
-
- asr_method = ""
- if duration < 60 and file_size < 3 * 1024 * 1024:
- asr_method = "single_sentence_asr" # 一句话识别
- supported_ext = ["aac", "amr", "m4a", "mp3", "oga", "ogg-opus", "ogg", "opus", "pcm", "silk", "speex", "wav"]
- elif 60 <= duration <= 300 and file_size < 100 * 1024 * 1024:
- asr_method = "flash_asr" # 录音文件识别极速版
- supported_ext = ["aac", "amr", "m4a", "mp3", "oga", "ogg-opus", "ogg", "opus", "pcm", "silk", "speex", "wav"]
- elif FILE_SERVER:
- asr_method = "async_asr" # 录音文件识别 (异步请求)
- supported_ext = ["3gp", "aac", "amr", "flac", "flv", "m4a", "mp3", "mp4", "oga", "ogg-opus", "ogg", "opus", "wav", "wma"]
- elif not FILE_SERVER:
- return "音频过长, 需使用音频URL格式调用ASR\n请联系管理员配置`FILE_SERVER`变量", []
- return asr_method, supported_ext
-
-
def sign(key, msg):
return hmac.new(key, msg.encode("utf-8"), hashlib.sha256).digest()
@@ -44,22 +24,22 @@ async def flash_asr(path: str | Path, engine: str, voice_format: str) -> dict:
"""
now = nowdt()
params = {
- "secretid": TOKEN.TENCENT_ASR_SECRET_ID,
+ "secretid": ASR.TENCENT_SECRET_ID,
"engine_type": engine,
"voice_format": voice_format,
"timestamp": str(int(now.timestamp())),
}
- signstr = f"POSTasr.cloud.tencent.com/asr/flash/v1/{TOKEN.TENCENT_ASR_APPID}?"
+ signstr = f"POSTasr.cloud.tencent.com/asr/flash/v1/{ASR.TENCENT_APPID}?"
for k, v in dict(sorted(params.items())).items(): # type: ignore
signstr += f"{k}={v}&"
signstr = signstr[:-1] # strip last "&"
- hmacstr = hmac.new(TOKEN.TENCENT_ASR_SECRET_KEY.encode("utf-8"), signstr.encode("utf-8"), hashlib.sha1).digest()
+ hmacstr = hmac.new(ASR.TENCENT_SECRET_KEY.encode("utf-8"), signstr.encode("utf-8"), hashlib.sha1).digest()
signature = base64.b64encode(hmacstr).decode("utf-8")
headers = {"Host": "asr.cloud.tencent.com", "authorization": signature}
url = f"https://{signstr.removeprefix('POST')}"
async with await anyio.open_file(path, "rb") as f:
- return await hx_req(url, method="POST", headers=headers, post_content=await f.read(), timeout=60, proxy=PROXY.TENCENT, check_kv={"code": 0}, check_keys=["flash_result"])
+ return await hx_req(url, method="POST", headers=headers, post_content=await f.read(), timeout=60, proxy=ASR.TENCENT_PROXY, check_kv={"code": 0}, check_keys=["flash_result"])
def generate_tencent_cloud_headers(
@@ -68,8 +48,8 @@ def generate_tencent_cloud_headers(
service: str = "asr",
host: str = "asr.tencentcloudapi.com",
version: str = "2019-06-14",
- secret_id: str = TOKEN.TENCENT_ASR_SECRET_ID,
- secret_key: str = TOKEN.TENCENT_ASR_SECRET_KEY,
+ secret_id: str = ASR.TENCENT_SECRET_ID,
+ secret_key: str = ASR.TENCENT_SECRET_KEY,
) -> dict:
"""Generate TencentCloudAPI Headers (TC3-HMAC-SHA256)."""
algorithm = "TC3-HMAC-SHA256"
@@ -128,7 +108,7 @@ async def single_sentence_asr(path: str | Path, engine: str, voice_format: str)
headers=headers,
post_content=payload.encode("utf-8"),
timeout=60,
- proxy=PROXY.TENCENT,
+ proxy=ASR.TENCENT_PROXY,
check_keys=["Response.Result"],
)
@@ -147,7 +127,7 @@ async def create_async_asr(url: str, engine: str) -> dict:
headers=headers,
post_content=payload.encode("utf-8"),
timeout=600,
- proxy=PROXY.TENCENT,
+ proxy=ASR.TENCENT_PROXY,
check_keys=["Response.Data.TaskId"],
)
@@ -166,6 +146,6 @@ async def query_async_asr(task_id: int) -> dict:
headers=headers,
post_content=payload.encode("utf-8"),
timeout=600,
- proxy=PROXY.TENCENT,
+ proxy=ASR.TENCENT_PROXY,
check_keys=["Response.Data.StatusStr"],
)
src/asr/utils.py
@@ -0,0 +1,50 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+
+from config import ASR, FILE_SERVER
+
+
+def get_asr_method(duration: float, file_size: int) -> tuple[str, list[str]]:
+ """Get ASR method and supported file types."""
+ if duration < 60:
+ asr_engine = ASR.SHORT_ENGINE
+ elif 60 <= duration <= 300:
+ asr_engine = ASR.MIDDLE_ENGINE
+ else:
+ asr_engine = ASR.LONG_ENGINE
+
+ if asr_engine.lower() == "tencent":
+ return get_tencent_asr_method(duration, file_size)
+ if asr_engine.lower() == "gemini":
+ return get_gemini_asr_method(duration)
+ return f"ASR Engine: {asr_engine} is not support for duration: {duration}, filesize: {file_size}", []
+
+
+def get_tencent_asr_method(duration: float, file_size: int) -> tuple[str, list[str]]:
+ if duration > ASR.TENCENT_MAX_DURATION:
+ return f"无法识别时长超过{ASR.TENCENT_MAX_DURATION}秒的音频, 当前音频时长: {duration}秒", []
+ if not all([ASR.TENCENT_APPID, ASR.TENCENT_SECRET_ID, ASR.TENCENT_SECRET_KEY]):
+ return "请设置Tencent ASR相关环境变量", []
+
+ asr_method = ""
+ if duration < 60 and file_size < 3 * 1024 * 1024:
+ asr_method = "single_sentence_asr" # 一句话识别
+ supported_ext = ["aac", "amr", "m4a", "mp3", "oga", "ogg-opus", "ogg", "opus", "pcm", "silk", "speex", "wav"]
+ elif 60 <= duration <= 300 and file_size < 100 * 1024 * 1024:
+ asr_method = "flash_asr" # 录音文件识别极速版
+ supported_ext = ["aac", "amr", "m4a", "mp3", "oga", "ogg-opus", "ogg", "opus", "pcm", "silk", "speex", "wav"]
+ elif FILE_SERVER:
+ asr_method = "async_asr" # 录音文件识别 (异步请求)
+ supported_ext = ["3gp", "aac", "amr", "flac", "flv", "m4a", "mp3", "mp4", "oga", "ogg-opus", "ogg", "opus", "wav", "wma"]
+ elif not FILE_SERVER:
+ return "音频过长, 需使用音频URL格式调用ASR\n请联系管理员配置`FILE_SERVER`变量", []
+ return asr_method, supported_ext
+
+
+def get_gemini_asr_method(duration: float) -> tuple[str, list[str]]:
+ if duration > ASR.GEMINI_MAX_DURATION:
+ return f"无法识别时长超过{ASR.GEMINI_MAX_DURATION}秒的音频, 当前音频时长: {duration}秒", []
+ if not ASR.GEMINI_API_KEY:
+ return "请设置`ASR_GEMINI_API_KEY`环境变量", []
+ return "gemini", ["aac", "aiff", "flac", "mp3", "oga", "ogg", "opus", "wav"]
src/asr/voice_recognition.py
@@ -11,7 +11,9 @@ from loguru import logger
from pyrogram.client import Client
from pyrogram.types import Message
-from asr.tecent_asr import create_async_asr, flash_asr, get_asr_method, query_async_asr, single_sentence_asr
+from asr.gemini_asr import gemini_asr
+from asr.tecent_asr import create_async_asr, flash_asr, query_async_asr, single_sentence_asr
+from asr.utils import get_asr_method
from config import CAPTION_LENGTH, FILE_SERVER, PREFIX
from messages.parser import parse_msg
from messages.progress import modify_progress
@@ -107,21 +109,21 @@ async def voice_to_text(
asr_engine = f"16k_{matched.group(1)}"
asr_engine = asr_engine.replace("16k_fy", "16k_zh_dialect") # fix dialect engine code
+ duration = trigger_info["duration"]
+ asr_method, supported_ext = get_asr_method(duration, trigger_info["file_size"])
+ if asr_method not in ["single_sentence_asr", "flash_asr", "async_asr", "gemini"]:
+ await modify_progress(text=asr_method, force_update=True, **kwargs)
+ return
+
msg = f"Recieved {trigger_info['mtype']} message, start recognizing by {ENGINE_MAP.get(asr_engine, 'Unknown')}..."
logger.info(msg)
if kwargs.get("show_progress"):
res = await send2tg(client, message, texts=msg, **kwargs)
kwargs["progress"] = res[0]
- if asr_engine not in ENGINE_MAP:
+ if asr_method != "gemini" and asr_engine not in ENGINE_MAP:
await modify_progress(text=f"Unsupported ASR engine: {asr_engine}", force_update=True, **kwargs)
return
- duration = trigger_info["duration"]
- asr_method, supported_ext = get_asr_method(duration, trigger_info["file_size"])
- if asr_method not in ["single_sentence_asr", "flash_asr", "async_asr"]:
- await modify_progress(text=asr_method, force_update=True, **kwargs)
- return
-
path: str | Path = await trigger_message.download() # type: ignore
path = Path(path).expanduser().resolve()
if not path.is_file():
@@ -131,8 +133,8 @@ async def voice_to_text(
return
voice_format = path.suffix.lstrip(".")
if voice_format not in supported_ext:
- path = convert_to_audio(path, ext="m4a")
- voice_format = "m4a"
+ path = convert_to_audio(path, ext="aac", codec="aac")
+ voice_format = "aac"
asr_method, supported_ext = get_asr_method(duration, file_size=Path(path).stat().st_size) # match again based on converted file
path = path.rename(path.with_stem(rand_string())) # sanitize filename. (for Tencent Signature v3)
@@ -140,14 +142,44 @@ async def voice_to_text(
voice_format = "ogg-opus"
logger.debug(f"Recognizing {voice_format} audio [{duration}s] by {asr_engine}: {path.as_posix()}")
+ res = await asr_file(path, asr_method, voice_format, asr_engine)
+ if error := res.get("error"):
+ await modify_progress(text=error, force_update=True, **kwargs)
+ return
+ if texts := res.get("texts"):
+ final = f"{BEGINNING}\n{texts}"
+ logger.success(f"{final!r}")
+ # send results
+ target_chat = kwargs["target_chat"] if kwargs.get("target_chat") else this_info["cid"]
+ reply_parameters = get_reply_to(trigger_info["mid"], kwargs.get("reply_msg_id", 0))
+ length = await count_without_entities(final)
+ if length < CAPTION_LENGTH: # short
+ await client.copy_message(chat_id=to_int(target_chat), from_chat_id=trigger_info["cid"], message_id=trigger_info["mid"], caption=final, reply_parameters=reply_parameters)
+ else: # long
+ final = final.removeprefix(f"{BEGINNING}\n")
+ with io.BytesIO(final.encode("utf-8")) as f:
+ await client.send_document(to_int(target_chat), f, file_name="语音识别结果.txt", reply_parameters=reply_parameters)
+ await modify_progress(del_status=True, **kwargs)
+
+ with contextlib.suppress(Exception):
+ if this_info["mtype"] == "text":
+ await message.delete()
+
+
+async def asr_file(path: str | Path, method: str, voice_format: str, asr_engine: str = "16k_zh-PY") -> dict:
+ """Get ASR texts of an audio file."""
+ res = {}
+ path = Path(path).expanduser().resolve()
+ if not path.is_file():
+ return {"error": f"{path} is not exist"}
try:
- if asr_method == "single_sentence_asr":
+ if method == "single_sentence_asr":
resp = await single_sentence_asr(path, asr_engine, voice_format)
- texts = glom(resp, "Response.Result", default="❌无法识别").replace("。", "。\n")
- elif asr_method == "flash_asr":
+ texts = glom(resp, "Response.Result").replace("。", "。\n")
+ elif method == "flash_asr":
resp = await flash_asr(path, asr_engine, voice_format)
- texts = glom(resp, "flash_result.0.text", default="❌无法识别").replace("。", "。\n")
- elif asr_method == "async_asr":
+ texts = glom(resp, "flash_result.0.text").replace("。", "。\n")
+ elif method == "async_asr":
resp = await create_async_asr(f"{FILE_SERVER}/{path.name}", asr_engine)
task_id = resp["Response"]["Data"]["TaskId"]
logger.success(f"ASR任务提交成功, TaskID: {task_id}")
@@ -159,36 +191,24 @@ async def voice_to_text(
result = await query_async_asr(task_id)
status = result["Response"]["Data"]["StatusStr"]
if status == "success":
- texts = glom(result, "Response.Data.Result", default="❌无法识别")
+ texts = glom(result, "Response.Data.Result")
texts = re.sub(r"\[.*?\]\s*", "", texts)
else:
- texts = glom(result, "Response.Data.ErrorMsg", default="❌无法识别")
-
- final = f"{BEGINNING}\n{texts}"
- logger.success(f"{final!r}")
-
- # send results
- target_chat = kwargs["target_chat"] if kwargs.get("target_chat") else this_info["cid"]
- reply_parameters = get_reply_to(trigger_info["mid"], kwargs.get("reply_msg_id", 0))
- length = await count_without_entities(final)
- if length < CAPTION_LENGTH: # short
- await client.copy_message(chat_id=to_int(target_chat), from_chat_id=trigger_info["cid"], message_id=trigger_info["mid"], caption=final, reply_parameters=reply_parameters)
- else: # long
- final = final.removeprefix(f"{BEGINNING}\n")
- with io.BytesIO(final.encode("utf-8")) as f:
- await client.send_document(to_int(target_chat), f, file_name="语音识别结果.txt", reply_parameters=reply_parameters)
- await modify_progress(del_status=True, **kwargs)
+ texts = glom(result, "Response.Data.ErrorMsg")
+ res["error"] = texts
+ elif method == "gemini":
+ texts = await gemini_asr(path, voice_format)
+ res["texts"] = texts
+ logger.success(f"{texts!r}")
except Exception as e:
error = f"Failed to recognize audio: {e}"
if "resp" in locals() and resp.get("hx_error"):
error += f"\n{resp['hx_error']}"
logger.error(f"Failed to recognize audio: {e}")
- await modify_progress(text=error, force_update=True, **kwargs)
+ res["error"] = error
finally:
path.unlink(missing_ok=True)
- with contextlib.suppress(Exception):
- if this_info["mtype"] == "text":
- await message.delete()
+ return res
def get_trigger_message(
src/config.py
@@ -19,7 +19,6 @@ REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", "60")) # seconds
TEXT_LENGTH = int(os.getenv("TEXT_LENGTH", "4096")) # Maximum length of text message
CAPTION_LENGTH = int(os.getenv("CAPTION_LENGTH", "1024")) # 4096 for Premium user
MAX_FILE_BYTES = int(os.getenv("MAX_FILE_BYTES", "2000")) * 1024 * 1024 # 4000 MB for Premium user
-ASR_MAX_DURATION = int(os.getenv("ASR_MAX_DURATION", "3600"))
MAX_MESSAGE_RETRIEVED = int(os.getenv("MAX_MESSAGE_RETRIEVED", "1000000")) # Maximum number of messages to retrieve
MAX_MESSAGE_SUMMARY = int(os.getenv("MAX_MESSAGE_SUMMARY", "9999")) # Maximum number of messages to summay
READING_SPEED = int(os.getenv("READING_SPEED", "600")) # words per minute
@@ -109,9 +108,6 @@ class PROVIDER: # default API provider
class TOKEN:
SESSION_STRING = os.getenv("SESSION_STRING", "")
TIKHUB = os.getenv("TIKHUB_TOKEN", "")
- TENCENT_ASR_APPID = os.getenv("TENCENT_ASR_APPID", "")
- TENCENT_ASR_SECRET_ID = os.getenv("TENCENT_ASR_SECRET_ID", "")
- TENCENT_ASR_SECRET_KEY = os.getenv("TENCENT_ASR_SECRET_KEY", "")
YOUTUBE_API_KEY = os.getenv("YOUTUBE_API_KEY", "")
CMC_API_KEY = os.getenv("CMC_API_KEY", "")
GOOGLE_SEARCH_API_KEY = os.getenv("GOOGLE_SEARCH_API_KEY", "")
@@ -123,7 +119,6 @@ class PROXY: # format: socks5://127.0.0.1:7890
TELEGRAM = os.getenv("TELEGRAM_PROXY", None) # Telegram
WORKERS = os.getenv("WORKERS_PROXY", "") # https://github.com/netnr/workers
XHS = os.getenv("XHS_PROXY", None) # Banned VPS IP, need residential proxy
- TENCENT = os.getenv("TENCENT_PROXY", None) # Banned oversea IP, need a back to China proxy
GPT = os.getenv("GPT_PROXY", None)
DOUYIN = os.getenv("DOUYIN_PROXY", None)
TIKTOK = os.getenv("TIKTOK_PROXY", None)
@@ -252,3 +247,19 @@ class DB:
CF_R2_BUCKET_NAME = os.getenv("CF_R2_BUCKET_NAME", "bennybot")
CF_R2_ACCESS_KEY_ID = os.getenv("CF_R2_ACCESS_KEY_ID", "")
CF_R2_SECRET_ACCESS_KEY = os.getenv("CF_R2_SECRET_ACCESS_KEY", "")
+
+
+class ASR:
+ SHORT_ENGINE = os.getenv("ASR_SHORT_ENGINE", "tencent") # duration < 60s
+ MIDDLE_ENGINE = os.getenv("ASR_MIDDLE_ENGINE", "tencent") # 60s <= duration <= 300s
+ LONG_ENGINE = os.getenv("ASR_LONG_ENGINE", "gemini") # duration > 300s
+ GEMINI_BASR_URL = os.getenv("ASR_GEMINI_BASR_URL", "https://generativelanguage.googleapis.com/")
+ GEMINI_API_KEY = os.getenv("ASR_GEMINI_API_KEY", "") # comma separated keys for load balance. e.g. "key1,key2,key3"
+ GEMINI_MAX_DURATION = int(os.getenv("ASR_GEMINI_MAX_DURATION", "34200")) # 9.5 hour
+ GEMINI_MODEL = os.getenv("ASR_GEMINI_MODEL", "gemini-2.0-flash")
+ GEMINI_PROXY = os.getenv("ASR_GEMINI_PROXY", None)
+ TENCENT_APPID = os.getenv("ASR_TENCENT_APPID", "")
+ TENCENT_MAX_DURATION = int(os.getenv("ASR_TENCENT_MAX_DURATION", "3600")) # 1 hour
+ TENCENT_PROXY = os.getenv("ASR_TENCENT_PROXY", None) # Banned oversea IP, need a back to China proxy
+ TENCENT_SECRET_ID = os.getenv("ASR_TENCENT_SECRET_ID", "")
+ TENCENT_SECRET_KEY = os.getenv("ASR_TENCENT_SECRET_KEY", "")
pyproject.toml
@@ -6,6 +6,8 @@ dependencies = [
"cacheout>=0.16.0",
"feedparser>=6.0.11",
"glom>=24.11.0",
+ "google-genai>=1.12.1",
+ "httpx-curl-cffi>=0.1.3",
"httpx[http2,socks]>=0.28.1",
"loguru>=0.7.2",
"openai>=1.60.1",
@@ -22,7 +24,7 @@ dependencies = [
"uvloop>=0.21.0",
"youtube-transcript-api>=0.6.3",
"yt-dlp>=2025.1.12rc",
- "httpx-curl-cffi>=0.1.3",
+ "python-magic>=0.4.27",
]
name = "bennybot"
requires-python = ">=3.11"
@@ -31,9 +33,6 @@ version = "0.1.0"
[dependency-groups]
dev = ["ipdb>=0.13.13"]
-[tool.uv]
-environments = ["sys_platform == 'darwin'", "sys_platform == 'linux'"]
-
[tool.ruff]
cache-dir = "~/.cache/ruff"
force-exclude = true
uv.lock
@@ -1,22 +1,14 @@
version = 1
revision = 1
requires-python = ">=3.11"
-resolution-markers = [
- "sys_platform == 'darwin'",
- "sys_platform == 'linux'",
-]
-supported-markers = [
- "sys_platform == 'darwin'",
- "sys_platform == 'linux'",
-]
[[package]]
name = "aioboto3"
version = "14.1.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
- { name = "aiobotocore", extra = ["boto3"], marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
- { name = "aiofiles", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+ { name = "aiobotocore", extra = ["boto3"] },
+ { name = "aiofiles" },
]
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