Recognition of audio signal by the neuron network
1. generate an audio frame, a length of 2.5-3ms, which consists of a set of 8 frequencies, a signal thread of 400Hz-3000Hz
2. generate a total audio set of a length of 1c, which will consist of audio frame.
Prepar a neuron network model to recognize audioframes from the sum signal, after the signal will be transmitted through the data transmission channel with distortions.
The discretion frequency of the audio signals is 8kHz, 16bit.
The budget of agreement.
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к сожалению, вопросов больше, чем ответов 🙂
1. сгенерировать аудиофрейм, длительностью 2.5-3мс, который состоит из набора 8частот, полоса сигнала 400Гц-3000Гцнабор частот фиксированный или случайный?
как формируется сам аудиофрейм?
сколько аудиофреймов надо сгенерить?
2. сгенерировать суммарный аудиосемпл, длиной 1с, который будет состоять из аудиофреймов.
каким образом генерится аудиосемпл?
сколько аудиофреймов в него входит?3. подготовить модель нейросети для распознавания аудиофреймов из суммарного сигнала, после того, как сигнал будет передан через канал передачи данных с искажениями.
Частота дискретизации аудиосигналов 8кГц, 16бит.
сколько аудиофреймов надо распознавать?
из какого общего количества?
может дадите более конкретное описание проблемы, чтобы понять что нужно
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