import os
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import time
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import sys
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import librosa
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from funasr.utils.types import str2bool
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import argparse
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parser = argparse.ArgumentParser()
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parser.add_argument('--model_dir', type=str, required=True)
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parser.add_argument('--backend', type=str, default='onnx', help='["onnx", "torch"]')
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parser.add_argument('--wav_file', type=str, default=None, help='amp fallback number')
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parser.add_argument('--quantize', type=str2bool, default=False, help='quantized model')
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parser.add_argument('--intra_op_num_threads', type=int, default=1, help='intra_op_num_threads for onnx')
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parser.add_argument('--output_dir', type=str, default=None, help='amp fallback number')
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args = parser.parse_args()
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from funasr.runtime.python.libtorch.funasr_torch import Paraformer
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if args.backend == "onnx":
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from funasr.runtime.python.onnxruntime.funasr_onnx import Paraformer
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model = Paraformer(args.model_dir, batch_size=1, quantize=args.quantize, intra_op_num_threads=args.intra_op_num_threads)
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wav_file_f = open(args.wav_file, 'r')
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wav_files = wav_file_f.readlines()
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output_dir = args.output_dir
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if not os.path.exists(output_dir):
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os.makedirs(output_dir)
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if os.name == 'nt': # Windows
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newline = '\r\n'
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else: # Linux Mac
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newline = '\n'
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text_f = open(os.path.join(output_dir, "text"), "w", newline=newline)
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token_f = open(os.path.join(output_dir, "token"), "w", newline=newline)
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for i, wav_path_i in enumerate(wav_files):
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wav_name, wav_path = wav_path_i.strip().split()
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result = model(wav_path)
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text_i = "{} {}\n".format(wav_name, result[0]['preds'][0])
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token_i = "{} {}\n".format(wav_name, result[0]['preds'][1])
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text_f.write(text_i)
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text_f.flush()
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token_f.write(token_i)
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token_f.flush()
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text_f.close()
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token_f.close()
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