mirror of
https://github.com/mudler/LocalAI.git
synced 2025-03-12 15:35:19 +00:00
chore(openvoice): drop backend (#4673)
The project (MeloTTS) has been quite since long, newer backends are much performant and better quality overall. Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto
GitHub
parent
318225f631
commit
073eaec729
@ -15,7 +15,7 @@ ARG TARGETARCH
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ARG TARGETVARIANT
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ENV DEBIAN_FRONTEND=noninteractive
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ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
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ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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@ -420,9 +420,6 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAG
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RUN if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/kokoro \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "openvoice" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/openvoice \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "exllama2" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/exllama2 \
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; fi && \
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13
Makefile
13
Makefile
@ -533,10 +533,10 @@ protogen-go-clean:
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$(RM) bin/*
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.PHONY: protogen-python
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protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
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protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen faster-whisper-protogen
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.PHONY: protogen-python-clean
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protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
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protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean faster-whisper-protogen-clean
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.PHONY: autogptq-protogen
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autogptq-protogen:
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@ -610,14 +610,6 @@ kokoro-protogen:
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kokoro-protogen-clean:
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$(MAKE) -C backend/python/kokoro protogen-clean
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.PHONY: openvoice-protogen
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openvoice-protogen:
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$(MAKE) -C backend/python/openvoice protogen
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.PHONY: openvoice-protogen-clean
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openvoice-protogen-clean:
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$(MAKE) -C backend/python/openvoice protogen-clean
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.PHONY: vllm-protogen
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vllm-protogen:
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$(MAKE) -C backend/python/vllm protogen
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@ -638,7 +630,6 @@ prepare-extra-conda-environments: protogen-python
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$(MAKE) -C backend/python/rerankers
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$(MAKE) -C backend/python/transformers
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$(MAKE) -C backend/python/kokoro
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$(MAKE) -C backend/python/openvoice
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$(MAKE) -C backend/python/exllama2
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prepare-test-extra: protogen-python
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@ -1,25 +0,0 @@
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.DEFAULT_GOAL := install
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.PHONY: install
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install: protogen
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bash install.sh
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.PHONY: protogen
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protogen: backend_pb2_grpc.py backend_pb2.py
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.PHONY: protogen-clean
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protogen-clean:
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$(RM) backend_pb2_grpc.py backend_pb2.py
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backend_pb2_grpc.py backend_pb2.py:
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python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
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.PHONY: clean
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clean: protogen-clean
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rm -rf venv __pycache__
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.PHONY: test
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test: protogen
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@echo "Testing openvoice..."
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bash test.sh
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@echo "openvoice tested."
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@ -1,158 +0,0 @@
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#!/usr/bin/env python3
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"""
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Extra gRPC server for OpenVoice models.
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"""
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from concurrent import futures
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import argparse
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import signal
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import sys
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import os
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import torch
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from openvoice import se_extractor
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from openvoice.api import ToneColorConverter
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from melo.api import TTS
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import time
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import backend_pb2
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import backend_pb2_grpc
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import grpc
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_ONE_DAY_IN_SECONDS = 60 * 60 * 24
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# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
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MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
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# Implement the BackendServicer class with the service methods
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class BackendServicer(backend_pb2_grpc.BackendServicer):
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"""
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A gRPC servicer for the backend service.
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This class implements the gRPC methods for the backend service, including Health, LoadModel, and Embedding.
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"""
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def Health(self, request, context):
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"""
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A gRPC method that returns the health status of the backend service.
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Args:
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request: A HealthRequest object that contains the request parameters.
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context: A grpc.ServicerContext object that provides information about the RPC.
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Returns:
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A Reply object that contains the health status of the backend service.
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"""
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return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
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def LoadModel(self, request, context):
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"""
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A gRPC method that loads a model into memory.
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Args:
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request: A LoadModelRequest object that contains the request parameters.
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context: A grpc.ServicerContext object that provides information about the RPC.
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Returns:
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A Result object that contains the result of the LoadModel operation.
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"""
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model_name = request.Model
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try:
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self.clonedVoice = False
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# Assume directory from request.ModelFile.
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# Only if request.LoraAdapter it's not an absolute path
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if request.AudioPath and request.ModelFile != "" and not os.path.isabs(request.AudioPath):
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# get base path of modelFile
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modelFileBase = os.path.dirname(request.ModelFile)
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request.AudioPath = os.path.join(modelFileBase, request.AudioPath)
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if request.AudioPath != "":
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self.clonedVoice = True
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self.modelpath = request.ModelFile
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self.speaker = request.Type
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self.ClonedVoicePath = request.AudioPath
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ckpt_converter = request.Model+'/converter'
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device = "cuda:0" if torch.cuda.is_available() else "cpu"
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self.device = device
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self.tone_color_converter = None
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if self.clonedVoice:
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self.tone_color_converter = ToneColorConverter(f'{ckpt_converter}/config.json', device=device)
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self.tone_color_converter.load_ckpt(f'{ckpt_converter}/checkpoint.pth')
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except Exception as err:
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return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
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return backend_pb2.Result(message="Model loaded successfully", success=True)
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def TTS(self, request, context):
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model_name = request.model
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if model_name == "":
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return backend_pb2.Result(success=False, message="request.model is required")
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try:
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# Speed is adjustable
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speed = 1.0
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voice = "EN"
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if request.voice:
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voice = request.voice
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model = TTS(language=voice, device=self.device)
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speaker_ids = model.hps.data.spk2id
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speaker_key = self.speaker
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modelpath = self.modelpath
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for s in speaker_ids.keys():
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print(f"Speaker: {s} - ID: {speaker_ids[s]}")
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speaker_id = speaker_ids[speaker_key]
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speaker_key = speaker_key.lower().replace('_', '-')
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source_se = torch.load(f'{modelpath}/base_speakers/ses/{speaker_key}.pth', map_location=self.device)
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model.tts_to_file(request.text, speaker_id, request.dst, speed=speed)
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if self.clonedVoice:
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reference_speaker = self.ClonedVoicePath
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target_se, audio_name = se_extractor.get_se(reference_speaker, self.tone_color_converter, vad=False)
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# Run the tone color converter
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encode_message = "@MyShell"
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self.tone_color_converter.convert(
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audio_src_path=request.dst,
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src_se=source_se,
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tgt_se=target_se,
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output_path=request.dst,
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message=encode_message)
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print("[OpenVoice] TTS generated!", file=sys.stderr)
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print("[OpenVoice] TTS saved to", request.dst, file=sys.stderr)
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print(request, file=sys.stderr)
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except Exception as err:
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return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
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return backend_pb2.Result(success=True)
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def serve(address):
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server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
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backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
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server.add_insecure_port(address)
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server.start()
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print("[OpenVoice] Server started. Listening on: " + address, file=sys.stderr)
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# Define the signal handler function
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def signal_handler(sig, frame):
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print("[OpenVoice] Received termination signal. Shutting down...")
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server.stop(0)
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sys.exit(0)
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# Set the signal handlers for SIGINT and SIGTERM
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signal.signal(signal.SIGINT, signal_handler)
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signal.signal(signal.SIGTERM, signal_handler)
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try:
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while True:
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time.sleep(_ONE_DAY_IN_SECONDS)
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except KeyboardInterrupt:
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server.stop(0)
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if __name__ == "__main__":
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parser = argparse.ArgumentParser(description="Run the gRPC server.")
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parser.add_argument(
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"--addr", default="localhost:50051", help="The address to bind the server to."
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)
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args = parser.parse_args()
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print(f"[OpenVoice] startup: {args}", file=sys.stderr)
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serve(args.addr)
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@ -1,16 +0,0 @@
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#!/bin/bash
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set -e
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source $(dirname $0)/../common/libbackend.sh
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# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
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# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
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# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
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# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
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if [ "x${BUILD_PROFILE}" == "xintel" ]; then
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EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
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fi
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installRequirements
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python -m unidic download
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@ -1,7 +0,0 @@
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torch==2.4.1
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git+https://github.com/myshell-ai/MeloTTS.git
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git+https://github.com/myshell-ai/OpenVoice.git
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whisper-timestamped
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pydub==0.25.1
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wavmark==0.0.3
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eng_to_ipa==0.0.2
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@ -1,8 +0,0 @@
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--extra-index-url https://download.pytorch.org/whl/cu118
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torch==2.4.1+cu118
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git+https://github.com/myshell-ai/MeloTTS.git
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git+https://github.com/myshell-ai/OpenVoice.git
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whisper-timestamped
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pydub==0.25.1
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wavmark==0.0.3
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eng_to_ipa==0.0.2
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@ -1,7 +0,0 @@
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torch==2.4.1
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git+https://github.com/myshell-ai/MeloTTS.git
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git+https://github.com/myshell-ai/OpenVoice.git
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whisper-timestamped
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pydub==0.25.1
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wavmark==0.0.3
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eng_to_ipa==0.0.2
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@ -1,8 +0,0 @@
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--extra-index-url https://download.pytorch.org/whl/rocm6.0
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torch==2.4.1+rocm6.0
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git+https://github.com/myshell-ai/MeloTTS.git
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git+https://github.com/myshell-ai/OpenVoice.git
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whisper-timestamped
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pydub==0.25.1
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wavmark==0.0.3
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eng_to_ipa==0.0.2
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@ -1,24 +0,0 @@
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--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
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intel-extension-for-pytorch==2.3.110+xpu
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torch==2.3.1+cxx11.abi
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torchaudio==2.3.1+cxx11.abi
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oneccl_bind_pt==2.3.100+xpu
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optimum[openvino]
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grpcio==1.69.0
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protobuf
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librosa==0.9.1
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faster-whisper==0.9.0
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pydub==0.25.1
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wavmark==0.0.3
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eng_to_ipa==0.0.2
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inflect==7.0.0
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unidecode==1.3.7
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whisper-timestamped==1.14.2
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openai
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python-dotenv
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pypinyin==0.50.0
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cn2an==0.5.22
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jieba==0.42.1
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langid==1.1.6
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git+https://github.com/myshell-ai/MeloTTS.git
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git+https://github.com/myshell-ai/OpenVoice.git
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@ -1,17 +0,0 @@
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grpcio==1.69.0
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protobuf
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librosa
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faster-whisper
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inflect
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unidecode
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openai
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python-dotenv
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pypinyin
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cn2an==0.5.22
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numpy==1.22.0
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networkx==2.8.8
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jieba==0.42.1
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gradio==5.9.1
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langid==1.1.6
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llvmlite==0.43.0
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setuptools
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@ -1,4 +0,0 @@
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#!/bin/bash
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source $(dirname $0)/../common/libbackend.sh
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startBackend $@
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@ -1,82 +0,0 @@
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"""
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A test script to test the gRPC service
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"""
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import unittest
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import subprocess
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import time
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import backend_pb2
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import backend_pb2_grpc
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import grpc
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class TestBackendServicer(unittest.TestCase):
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"""
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TestBackendServicer is the class that tests the gRPC service
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"""
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def setUp(self):
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"""
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This method sets up the gRPC service by starting the server
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"""
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self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
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time.sleep(30)
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def tearDown(self) -> None:
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"""
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This method tears down the gRPC service by terminating the server
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"""
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self.service.terminate()
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self.service.wait()
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def test_server_startup(self):
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"""
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This method tests if the server starts up successfully
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"""
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try:
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self.setUp()
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with grpc.insecure_channel("localhost:50051") as channel:
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stub = backend_pb2_grpc.BackendStub(channel)
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response = stub.Health(backend_pb2.HealthMessage())
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self.assertEqual(response.message, b'OK')
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except Exception as err:
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print(err)
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self.fail("Server failed to start")
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finally:
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self.tearDown()
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def test_load_model(self):
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"""
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This method tests if the model is loaded successfully
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"""
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try:
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self.setUp()
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with grpc.insecure_channel("localhost:50051") as channel:
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stub = backend_pb2_grpc.BackendStub(channel)
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response = stub.LoadModel(backend_pb2.ModelOptions(Model="checkpoints_v2",
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Type="en-us"))
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self.assertTrue(response.success)
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self.assertEqual(response.message, "Model loaded successfully")
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except Exception as err:
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print(err)
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self.fail("LoadModel service failed")
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finally:
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self.tearDown()
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def test_tts(self):
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"""
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This method tests if the embeddings are generated successfully
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"""
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try:
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self.setUp()
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with grpc.insecure_channel("localhost:50051") as channel:
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stub = backend_pb2_grpc.BackendStub(channel)
|
||||
response = stub.LoadModel(backend_pb2.ModelOptions(Model="dingzhen"))
|
||||
self.assertTrue(response.success)
|
||||
tts_request = backend_pb2.TTSRequest(text="80s TV news production music hit for tonight's biggest story", voice="EN")
|
||||
tts_response = stub.TTS(tts_request)
|
||||
self.assertIsNotNone(tts_response)
|
||||
except Exception as err:
|
||||
print(err)
|
||||
self.fail("TTS service failed")
|
||||
finally:
|
||||
self.tearDown()
|
||||
@ -1,12 +0,0 @@
|
||||
#!/bin/bash
|
||||
set -e
|
||||
|
||||
source $(dirname $0)/../common/libbackend.sh
|
||||
|
||||
# Download checkpoints if not present
|
||||
if [ ! -d "checkpoints_v2" ]; then
|
||||
wget https://myshell-public-repo-host.s3.amazonaws.com/openvoice/checkpoints_v2_0417.zip -O checkpoints_v2.zip
|
||||
unzip checkpoints_v2.zip
|
||||
fi
|
||||
|
||||
runUnittests
|
||||
Loading…
x
Reference in New Issue
Block a user