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PaddleSpeech/paddlespeech/server/utils/buffer.py

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2.2 KiB

# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
class Frame(object):
"""Represents a "frame" of audio data."""
def __init__(self, bytes, timestamp, duration):
self.bytes = bytes
self.timestamp = timestamp
self.duration = duration
class ChunkBuffer(object):
def __init__(self,
frame_duration_ms=80,
shift_ms=40,
sample_rate=16000,
sample_width=2):
self.sample_rate = sample_rate
self.frame_duration_ms = frame_duration_ms
self.shift_ms = shift_ms
self.remained_audio = b''
self.sample_width = sample_width # int16 = 2; float32 = 4
def frame_generator(self, audio):
"""Generates audio frames from PCM audio data.
Takes the desired frame duration in milliseconds, the PCM data, and
the sample rate.
Yields Frames of the requested duration.
"""
audio = self.remained_audio + audio
self.remained_audio = b''
n = int(self.sample_rate * (self.frame_duration_ms / 1000.0) *
self.sample_width)
shift_n = int(self.sample_rate * (self.shift_ms / 1000.0) *
self.sample_width)
offset = 0
timestamp = 0.0
duration = (float(n) / self.sample_rate) / self.sample_width
shift_duration = (float(shift_n) / self.sample_rate) / self.sample_width
while offset + n <= len(audio):
yield Frame(audio[offset:offset + n], timestamp, duration)
timestamp += shift_duration
offset += shift_n
self.remained_audio += audio[offset:]