Update voice_processing.py
Browse files- voice_processing.py +21 -9
voice_processing.py
CHANGED
@@ -111,6 +111,7 @@ def get_model_names():
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model_root = "weights" # Assuming this is where your models are stored
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return [d for d in os.listdir(model_root) if os.path.isdir(f"{model_root}/{d}")]
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def run_async_in_thread(fn, *args):
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loop = asyncio.new_event_loop()
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asyncio.set_event_loop(loop)
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@@ -118,6 +119,12 @@ def run_async_in_thread(fn, *args):
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loop.close()
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return result
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async def tts(
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model_name,
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tts_text,
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@@ -240,11 +247,12 @@ hubert_model = load_hubert()
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rmvpe_model = RMVPE("rmvpe.pt", config.is_half, config.device)
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class TTSProcessor:
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def __init__(self, config):
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self.config = config
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self.executor = ThreadPoolExecutor(max_workers=config.n_cpu)
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self.semaphore = asyncio.Semaphore(
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self.queue = asyncio.Queue()
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self.is_processing = False
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@@ -265,20 +273,24 @@ class TTSProcessor:
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self.is_processing = True
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while not self.queue.empty():
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task = await self.queue.get()
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except Exception as e:
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print(f"Error processing TTS task: {str(e)}")
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finally:
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self.queue.task_done()
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self.is_processing = False
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# Initialize the TTSProcessor
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tts_processor = TTSProcessor(config)
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return await asyncio.gather(*(tts_processor.tts(*task) for task in tasks))
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def parallel_tts_wrapper(tasks):
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loop = asyncio.get_event_loop()
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return loop.run_until_complete(
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model_root = "weights" # Assuming this is where your models are stored
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return [d for d in os.listdir(model_root) if os.path.isdir(f"{model_root}/{d}")]
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# Add this helper function to ensure a new event loop is created if none exists
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def run_async_in_thread(fn, *args):
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loop = asyncio.new_event_loop()
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asyncio.set_event_loop(loop)
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loop.close()
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return result
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def parallel_tts(tasks):
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with ThreadPoolExecutor() as executor:
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futures = [executor.submit(run_async_in_thread, tts, *task) for task in tasks]
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results = [future.result() for future in futures]
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return results
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async def tts(
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model_name,
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tts_text,
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rmvpe_model = RMVPE("rmvpe.pt", config.is_half, config.device)
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# Add the optimized TTSProcessor
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class TTSProcessor:
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def __init__(self, config):
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self.config = config
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self.executor = ThreadPoolExecutor(max_workers=config.n_cpu)
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self.semaphore = asyncio.Semaphore(config.max_concurrent_tts)
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self.queue = asyncio.Queue()
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self.is_processing = False
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self.is_processing = True
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while not self.queue.empty():
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task = await self.queue.get()
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await task
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self.queue.task_done()
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self.is_processing = False
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# Initialize the TTSProcessor
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tts_processor = TTSProcessor(config)
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# Update parallel_tts to use TTSProcessor
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async def parallel_tts_processor(tasks):
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return await asyncio.gather(*(tts_processor.tts(*task) for task in tasks))
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def parallel_tts_wrapper(tasks):
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loop = asyncio.get_event_loop()
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return loop.run_until_complete(parallel_tts_processor(tasks))
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# Keep the original parallel_tts function
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# def parallel_tts(tasks):
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# with ThreadPoolExecutor() as executor:
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# futures = [executor.submit(run_async_in_thread, tts, *task) for task in tasks]
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# results = [future.result() for future in futures]
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# return results
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