added asr engine and fixed bugs, test=doc

pull/1413/head
WilliamZhang06 3 years ago
parent dd9cc3272c
commit c2eb9ad205

@ -10,6 +10,8 @@ port: 8090
# CONFIG FILE #
##################################################################
# add engine type (Options: asr, tts) and config file here.
engine_backend:
asr: 'conf/asr/asr.yaml'
tts: 'conf/tts/tts.yaml'

@ -1,7 +1,7 @@
model: 'conformer_wenetspeech'
lang: 'zh'
sample_rate: 16000
cfg_path: "/home/users/zhangyinhui/.paddlespeech/models/conformer_wenetspeech-zh-16k/asr1_conformer_wenetspeech_ckpt_0.1.1.model.tar/model.yaml"
ckpt_path: "/home/users/zhangyinhui/.paddlespeech/models/conformer_wenetspeech-zh-16k/asr1_conformer_wenetspeech_ckpt_0.1.1.model.tar/exp/conformer/checkpoints/wenetspeech"
cfg_path:
ckpt_path:
decode_method: 'attention_rescoring'
force_yes: False

@ -11,23 +11,23 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import paddle
import io
import soundfile
import os
import librosa
from typing import List
from typing import Optional
from typing import Union
from paddlespeech.cli.log import logger
import librosa
import paddle
import soundfile
from engine.base_engine import BaseEngine
from paddlespeech.cli.asr.infer import ASRExecutor
from paddlespeech.cli.log import logger
from paddlespeech.s2t.frontend.featurizer.text_featurizer import TextFeaturizer
from paddlespeech.s2t.transform.transformation import Transformation
from paddlespeech.s2t.utils.dynamic_import import dynamic_import
from paddlespeech.s2t.utils.utility import UpdateConfig
from engine.base_engine import BaseEngine
from utils.config import get_config
__all__ = ['ASREngine']
@ -141,42 +141,55 @@ class ASREngine(BaseEngine):
Args:
metaclass: Defaults to Singleton.
"""
def __init__(self):
super(ASREngine, self).__init__()
def init(self, config_file: str):
def init(self, config_file: str) -> bool:
"""init engine resource
Args:
config_file (str): config file
Returns:
bool: init failed or success
"""
self.input = None
self.output = None
self.executor = ASRServerExecutor()
self.config = get_config(config_file)
paddle.set_device(paddle.get_device())
self.executor._init_from_path(
self.config.model,
self.config.lang,
self.config.sample_rate,
self.config.cfg_path,
self.config.decode_method,
self.config.ckpt_path)
try:
self.config = get_config(config_file)
paddle.set_device(paddle.get_device())
self.executor._init_from_path(
self.config.model, self.config.lang, self.config.sample_rate,
self.config.cfg_path, self.config.decode_method,
self.config.ckpt_path)
except:
logger.info("Initialize ASR server engine Failed.")
return False
logger.info("Initialize ASR server engine successfully.")
self.input = None
self.output = None
return True
def run(self, audio_data):
"""engine run
if self.executor._check(io.BytesIO(audio_data), self.config.sample_rate, self.config.force_yes):
Args:
audio_data (bytes): base64.b64decode
"""
if self.executor._check(
io.BytesIO(audio_data), self.config.sample_rate,
self.config.force_yes):
logger.info("start run asr engine")
self.executor.preprocess(self.config.model, io.BytesIO(audio_data))
self.executor.infer(self.config.model)
self.output = self.executor.postprocess() # Retrieve result of asr.
self.output = self.executor.postprocess() # Retrieve result of asr.
else:
logger.info("file check failed!")
logger.info("start run asr engine")
self.output = None
def postprocess(self):
"""postprocess
"""
return self.output

@ -18,6 +18,8 @@ from typing import Union
from pattern_singleton import Singleton
__all__ = ['BaseEngine']
class BaseEngine(metaclass=Singleton):
"""

@ -14,10 +14,12 @@
from engine.asr.python.asr_engine import ASREngine
from engine.tts.python.tts_engine import TTSEngine
__all__ = ['EngineFactory']
class EngineFactory(object):
@staticmethod
def get_engine(engine_name):
def get_engine(engine_name: str):
if engine_name == 'asr':
return ASREngine()
elif engine_name == 'tts':

@ -12,21 +12,28 @@
# See the License for the specific language governing permissions and
# limitations under the License.
import argparse
import uvicorn
import yaml
from engine.engine_factory import EngineFactory
from fastapi import FastAPI
from restful.api import setup_router
from utils.log import logger
from utils.config import get_config
from engine.engine_factory import EngineFactory
from utils.log import logger
app = FastAPI(
title="PaddleSpeech Serving API", description="Api", version="0.0.1")
def init(config):
""" system initialization
"""system initialization
Args:
config (CfgNode): config object
Returns:
bool:
"""
# init api
api_list = list(config.engine_backend)
@ -34,10 +41,11 @@ def init(config):
app.include_router(api_router)
# init engine
engine_list = []
engine_pool = []
for engine in config.engine_backend:
engine_list.append(EngineFactory.get_engine(engine_name=engine))
engine_list[-1].init(config_file=config.engine_backend[engine])
engine_pool.append(EngineFactory.get_engine(engine_name=engine))
if not engine_pool[-1].init(config_file=config.engine_backend[engine]):
return False
return True

@ -12,13 +12,15 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import List
from fastapi import APIRouter
from .tts_api import router as tts_router
from .asr_api import router as asr_router
from .tts_api import router as tts_router
_router = APIRouter()
def setup_router(api_list: List):
for api_name in api_list:
@ -30,4 +32,3 @@ def setup_router(api_list: List):
pass
return _router

@ -11,16 +11,23 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from fastapi import APIRouter
import base64
import traceback
from typing import Union
from engine.asr.python.asr_engine import ASREngine
from .response import ASRResponse
from .request import ASRRequest
from fastapi import APIRouter
from .request import ASRRequest
from .response import ASRResponse
from .response import ErrorResponse
from utils.errors import ErrorCode
from utils.errors import failed_response
from utils.exception import ServerBaseException
router = APIRouter()
@router.get('/paddlespeech/asr/help')
def help():
"""help
@ -28,10 +35,23 @@ def help():
Returns:
json: [description]
"""
return {'hello': 'world'}
response = {
"success": "True",
"code": 200,
"message": {
"global": "success"
},
"result": {
"description": "tts server",
"input": "base64 string of wavfile",
"output": "transcription"
}
}
return response
@router.post("/paddlespeech/asr", response_model=ASRResponse)
@router.post(
"/paddlespeech/asr", response_model=Union[ASRResponse, ErrorResponse])
def asr(request_body: ASRRequest):
"""asr api
@ -41,21 +61,28 @@ def asr(request_body: ASRRequest):
Returns:
json: [description]
"""
audio_data = base64.b64decode(request_body.audio)
# single
asr_engine = ASREngine()
asr_engine.run(audio_data)
asr_results = asr_engine.postprocess()
json_body = {
"success": True,
"code": 0,
"message": {
"description": "success"
},
"result": {
"transcription": asr_results
}
}
return json_body
try:
# single
audio_data = base64.b64decode(request_body.audio)
asr_engine = ASREngine()
asr_engine.run(audio_data)
asr_results = asr_engine.postprocess()
response = {
"success": True,
"code": 200,
"message": {
"description": "success"
},
"result": {
"transcription": asr_results
}
}
except ServerBaseException as e:
response = failed_response(e.error_code, e.msg)
except:
response = failed_response(ErrorCode.SERVER_UNKOWN_ERR)
traceback.print_exc()
return response

@ -19,7 +19,6 @@ from pydantic import BaseModel
__all__ = ['ASRRequest', 'TTSRequest']
#****************************************************************************************/
#************************************ ASR request ***************************************/
#****************************************************************************************/
@ -31,14 +30,14 @@ class ASRRequest(BaseModel):
"audio_format": "wav",
"sample_rate": 16000,
"lang": "zh_cn",
"ptt":false
"punc":false
}
"""
audio: str
audio_format: str
sample_rate: int
lang: str
ptt: Optional[bool] = None
punc: Optional[bool] = None
#****************************************************************************************/

@ -86,3 +86,22 @@ class TTSResponse(BaseModel):
code: int
message: Message
result: TTSResult
#****************************************************************************************/
#********************************** Error response **************************************/
#****************************************************************************************/
class ErrorResponse(BaseModel):
"""
response example
{
"success": false,
"code": 0,
"message": {
"description": "Unknown error occurred."
}
}
"""
success: bool
code: int
message: Message

@ -12,11 +12,13 @@
# See the License for the specific language governing permissions and
# limitations under the License.
import traceback
from typing import Union
from engine.tts.python.tts_engine import TTSEngine
from fastapi import APIRouter
from .request import TTSRequest
from .response import ErrorResponse
from .response import TTSResponse
from utils.errors import ErrorCode
from utils.errors import failed_response
@ -47,7 +49,8 @@ def help():
return response
@router.post("/paddlespeech/tts", response_model=TTSResponse)
@router.post(
"/paddlespeech/tts", response_model=Union[TTSResponse, ErrorResponse])
def tts(request_body: TTSRequest):
"""tts api

@ -0,0 +1,13 @@
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

@ -15,7 +15,7 @@ import yaml
from yacs.config import CfgNode
def get_config(config_file):
def get_config(config_file: str):
"""[summary]
Args:

@ -52,6 +52,6 @@ def failed_response(code, msg=""):
if not msg:
msg = ErrorMsg.get(code, "Unknown error occurred.")
res = {"success": False, "code": int(code), "message": {"global": msg}}
res = {"success": False, "code": int(code), "message": {"description": msg}}
return Response(content=json.dumps(res), media_type="application/json")

@ -13,7 +13,7 @@
import base64
def wav2base64(wav_file):
def wav2base64(wav_file: str):
"""
read wave file and covert to base64 string
"""
@ -23,12 +23,10 @@ def wav2base64(wav_file):
return base64_string
def base64towav(base64_string):
def base64towav(base64_string: str):
pass
def self_check():
""" self check resource
"""

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