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on
CPU Upgrade
import os | |
import traceback | |
import librosa | |
import numpy as np | |
import av | |
from io import BytesIO | |
def wav2(i, o, format): | |
inp = av.open(i, "rb") | |
if format == "m4a": | |
format = "mp4" | |
out = av.open(o, "wb", format=format) | |
if format == "ogg": | |
format = "libvorbis" | |
if format == "mp4": | |
format = "aac" | |
ostream = out.add_stream(format) | |
for frame in inp.decode(audio=0): | |
for p in ostream.encode(frame): | |
out.mux(p) | |
for p in ostream.encode(None): | |
out.mux(p) | |
out.close() | |
inp.close() | |
def audio2(i, o, format, sr): | |
inp = av.open(i, "rb") | |
out = av.open(o, "wb", format=format) | |
if format == "ogg": | |
format = "libvorbis" | |
if format == "f32le": | |
format = "pcm_f32le" | |
ostream = out.add_stream(format, channels=1) | |
ostream.sample_rate = sr | |
for frame in inp.decode(audio=0): | |
for p in ostream.encode(frame): | |
out.mux(p) | |
out.close() | |
inp.close() | |
def load_audio(file, sr): | |
file = ( | |
file.strip(" ").strip('"').strip("\n").strip('"').strip(" ") | |
) # 防止小白拷路径头尾带了空格和"和回车 | |
if os.path.exists(file) == False: | |
raise RuntimeError( | |
"You input a wrong audio path that does not exists, please fix it!" | |
) | |
try: | |
with open(file, "rb") as f: | |
with BytesIO() as out: | |
audio2(f, out, "f32le", sr) | |
return np.frombuffer(out.getvalue(), np.float32).flatten() | |
except AttributeError: | |
audio = file[1] / 32768.0 | |
if len(audio.shape) == 2: | |
audio = np.mean(audio, -1) | |
return librosa.resample(audio, orig_sr=file[0], target_sr=16000) | |
except: | |
raise RuntimeError(traceback.format_exc()) | |