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Golang and FFmpeg: How to implement audio decoding and encoding

Sep 27, 2023 am 10:49 AM
golang (go language)ffmpeg (audio and video processing tool)audio decoding and encoding

Golang与FFmpeg: 如何实现音频解码与编码

Golang and FFmpeg: How to implement audio decoding and encoding, specific code examples are required

Introduction:
With the continuous development of multimedia technology, audio processing has become An essential part of many applications. This article will introduce how to use Golang and FFmpeg libraries to implement audio decoding and encoding functions, and provide specific code examples.

1. What is FFmpeg?

FFmpeg is a powerful open source multimedia processing tool that can realize audio and video decoding, encoding, conversion, streaming media transmission and other operations. Due to its flexibility and efficiency, FFmpeg is widely used in various multimedia applications. Golang is a simple and efficient programming language that can be combined with FFmpeg to achieve fast multimedia processing.

2. Use FFmpeg to decode audio

1. Download and install the FFmpeg library
First, we need to download and install the FFmpeg library. You can obtain the source code of the latest version from the FFmpeg official website (https://www.ffmpeg.org/) and install it according to the instructions.

2. Import FFmpeg library
To use FFmpeg in Golang, you need to import the corresponding library. FFmpeg can be introduced into the Golang project through the following command:

package main

// #cgo CFLAGS: -I/path/to/ffmpeg/include
// #cgo LDFLAGS: -L/path/to/ffmpeg/lib -lavformat -lavcodec -lavutil
// #include <libavformat/avformat.h>
// #include <libavcodec/avcodec.h>
// #include <libavutil/avutil.h>
import "C"

Among them, /path/to/ffmpeg/include and /path/to/ffmpeg/lib respectively It is the path where the header files and dynamic link libraries of the FFmpeg library are located.

3. Decode audio files
To use FFmpeg to decode audio files in Golang, you can follow the following steps:

func main() {
    // 打开音频文件
    inputPath := "input.wav"
    inputFile := C.CString(inputPath)
    defer C.free(unsafe.Pointer(inputFile))
    var formatContext *C.AVFormatContext
    err := C.avformat_open_input(&formatContext, inputFile, nil, nil)
    if err != 0 {
        panic("Failed to open input file")
    }
    
    // 检测音频流
    audioStreamIndex := -1
    err = C.avformat_find_stream_info(formatContext, nil)
    if err < 0 {
        panic("Failed to find stream information")
    }
    for i := 0; i < int(formatContext.nb_streams); i++ {
        if formatContext.streams[i].codecpar.codec_type == C.AVMEDIA_TYPE_AUDIO {
            audioStreamIndex = i
            break
        }
    }
    if audioStreamIndex == -1 {
        panic("Failed to find audio stream")
    }
    
    // 获取音频解码器
    audioCodecPar := formatContext.streams[audioStreamIndex].codecpar
    audioCodec := C.avcodec_find_decoder(audioCodecPar.codec_id)
    if audioCodec == nil {
        panic("Failed to find audio codec")
    }
    audioCodecContext := C.avcodec_alloc_context3(audioCodec)
    if audioCodecContext == nil {
        panic("Failed to allocate audio codec context")
    }
    err = C.avcodec_parameters_to_context(audioCodecContext, audioCodecPar)
    if err < 0 {
        panic("Failed to copy audio codec parameters to codec context")
    }
    err = C.avcodec_open2(audioCodecContext, audioCodec, nil)
    if err < 0 {
        panic("Failed to open audio codec")
    }
    
    // 解码音频帧
    frame := C.av_frame_alloc()
    packet := C.av_packet_alloc()
    for {
        err = C.av_read_frame(formatContext, packet)
        if err < 0 {
            break
        }
        if packet.stream_index == C.int(audioStreamIndex) {
            err = C.avcodec_send_packet(audioCodecContext, packet)
            if err >= 0 {
                for {
                    err = C.avcodec_receive_frame(audioCodecContext, frame)
                    if err == C.AVERROR_EOF {
                        break
                    } else if err < 0 {
                        panic("Failed to receive audio frame")
                    }
                    
                    // 处理音频帧,进行自定义操作
                    // ...
                }
            }
        }
        C.av_packet_unref(packet)
    }
    
    // 释放资源
    C.av_frame_free(&frame)
    C.av_packet_free(&packet)
    C.avcodec_free_context(&audioCodecContext)
    C.avformat_close_input(&formatContext)
}

input.wav in the above code is The path of the audio file to be decoded can be modified according to the actual situation.

3. Use FFmpeg to encode audio

1. Import the FFmpeg library (same as 2)

2. Encode audio data
To use FFmpeg to encode audio data, you can follow the following Steps:

// 假设输入的音频数据为PCM格式
var audioData []float32
var audioDataSize int

// 创建音频编码器
audioCodec := C.avcodec_find_encoder(C.CODEC_ID_AAC)
if audioCodec == nil {
    panic("Failed to find audio codec")
}
audioCodecContext := C.avcodec_alloc_context3(audioCodec)
if audioCodecContext == nil {
    panic("Failed to allocate audio codec context")
}
audioCodecContext.sample_fmt = audioCodec->sample_fmts[0]
audioCodecContext.sample_rate = C.int(44100)
audioCodecContext.channels = C.int(2)
audioCodecContext.bit_rate = C.int(256000)
err = C.avcodec_open2(audioCodecContext, audioCodec, nil)
if err < 0 {
    panic("Failed to open audio encoder")
}

// 分配音频存储缓冲区
frameSize := C.av_samples_get_buffer_size(nil, audioCodecContext.channels,
    C.int(audioDataSize), audioCodecContext.sample_fmt, 0)
frameBuffer := C.av_mallocz(frameSize)
frame := C.av_frame_alloc()
if frameBuffer == nil || frame == nil {
    panic("Failed to allocate audio frame buffer")
}
C.avcodec_fill_audio_frame(frame, audioCodecContext.channels,
    audioCodecContext.sample_fmt, (*C.uint8_t)(frameBuffer), frameSize, 0)

// 编码音频帧
packet := C.av_packet_alloc()
for i := 0; i < audioDataSize; i++ {
    // 将PCM数据拷贝到音频帧中
    pcmPtr := unsafe.Pointer(&audioData[i])
    C.av_samples_fill_arrays((*C.uint8_t)(frame.extended_data), (*C.int)(frame.linesize),
        (*C.uint8_t)(pcmPtr), C.int(audioCodecContext.channels), C.int(i), C.AV_SAMPLE_FMT_FLTP, 0)
    
    // 编码音频帧
    err = C.avcodec_send_frame(audioCodecContext, frame)
    if err >= 0 {
        for {
            err = C.avcodec_receive_packet(audioCodecContext, packet)
            if err == C.AVERROR_EOF {
                break
            } else if err < 0 {
                panic("Failed to receive audio packet")
            }
            
            // 处理音频包,进行自定义操作
            // ...
        }
    }
}

// 释放资源
C.av_frame_free(&frame)
C.av_packet_free(&packet)
C.avcodec_free_context(&audioCodecContext)

audioData in the above code is the audio data to be encoded, which needs to be obtained according to your own needs in actual applications. In addition, the code can also adjust the relevant parameters of the encoder as needed.

Summary:
This article introduces how to use Golang and FFmpeg to implement audio decoding and encoding functions, and provides specific code examples. Through these sample codes, readers can learn how to use the FFmpeg library to process audio files and decode and encode audio data. We hope that readers can further explore more applications in the field of audio processing based on these sample codes.

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