def read_blocks(file_path, start=0.0, end=float('inf'), buffer_size=5760000):
"""
Read an audio file block after block. The blocks are yielded one by one.
Args:
file_path (str): Path to the file to read.
start (float): Start in seconds to read from.
end (float): End in seconds to read to.
``inf`` means to the end of the file.
buffer_size (int): Number of samples to load into memory at once and
return as a single block. The exact number of loaded
samples depends on the block-size of the
audioread library. So it can be of x higher,
where the x is typically 1024 or 4096.
Returns:
Generator: A generator yielding the samples for every block.
"""
buffer = []
n_buffer = 0
n_samples = 0
with audioread.audio_open(file_path) as input_file:
n_channels = input_file.channels
sr_native = input_file.samplerate
start_sample = int(np.round(sr_native * start)) * n_channels
end_sample = end
if end_sample != np.inf:
end_sample = int(np.round(sr_native * end)) * n_channels
for block in input_file:
block = librosa.util.buf_to_float(block)
n_prev = n_samples
n_samples += len(block)
if n_samples < start_sample:
continue
if n_prev > end_sample:
break
if n_samples > end_sample:
block = block[:end_sample - n_prev]
if n_prev <= start_sample <= n_samples:
block = block[start_sample - n_prev:]
n_buffer += len(block)
buffer.append(block)
if n_buffer >= buffer_size:
yield process_buffer(buffer, n_channels)
buffer = []
n_buffer = 0
if len(buffer) > 0:
yield process_buffer(buffer, n_channels)
def duration(self):
"""
Return the duration in seconds.
"""
with audioread.audio_open(self.path) as f:
return f.duration
def num_channels(self):
"""
Return the number of channels.
"""
with audioread.audio_open(self.path) as f:
return f.channels
def num_samples(self):
"""
Return the total number of samples.
"""
with audioread.audio_open(self.path) as f:
return int(f.duration * f.samplerate)
def sampling_rate(self):
"""
Return the sampling rate.
"""
with audioread.audio_open(self.path) as f:
return f.samplerate