Windows11+Python3.11运行tensorflow-io时提示libtensorflow_io.so缺失

环境信息 #

• 系统：x86架构Windows 11
• Python版本：3.11
• TensorFlow-IO版本：0.31.0（曾尝试降级至0.30.0，问题未解决）

运行代码 #

import os
from matplotlib import pyplot as plt
import tensorflow as tf
import tensorflow_io as tfio

CAPUCHIN_FILE = os.path.join('data','Parsed_Capuchinbird_Clips','XC3776-3.wav')
NOT_CAPUCHIN_FILE = os.path.join('data','Parsed_Not_Capuchinbird_Clips','afternoon-birds-song-in-forest-0.wav')


def load_wav_16k_mono(filename):
    #Load encoded wav file
    file_contents=tf.io.read_file(filename)
    #decode wav(tensors by channels)
    wav,sample_rate=tf.audio.decode_wav(file_contents,desired_channels=1)
    #removes trailing axis
    wav=tf.squeeze(wav,axis=-1)
    sample_rate=tf.cast(sample_rate,dtype=tf.int64)
    #Goes from 44100Hz to 16000hz - amplitude of the audio signal
    wav = tfio.audio.resample(wav,rate_in=sample_rate,rate_out=16000)
    return wav

wave = load_wav_16k_mono(CAPUCHIN_FILE)
nwave = load_wav_16k_mono(NOT_CAPUCHIN_FILE)

错误信息 #

NotImplementedError: unable to open file: libtensorflow_io.so, from paths: ['C:\Users\bchai\PycharmProjects\AudioML\venv\Lib\site-packages\tensorflow_io\python\ops\libtensorflow_io.so']
caused by: ['C:\Users\bchai\PycharmProjects\AudioML\venv\Lib\site-packages\tensorflow_io\python\ops\libtensorflow_io.so not found']

其他困境 #

网上相关方案提到安装TensorFlow-IO 0.23.1，但该版本无Python3.11对应的发行版；想安装Python3.7及以上版本，但python.org下载页未提供对应安装包。

内容的提问来源于stack exchange，提问作者Barkha Chainani