MP3 Compression: Bitrate and Audio Quality Tradeoffs


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MP3 Compression: Bitrate and Audio Quality Tradeoffs

MP3 Compression
MP3 Compression
MP3 Compression
MP3 Compression

MP3 Compression

MP3 is a popular format for digital audio. It is a lossy format, which means that some of the original audio data is discarded in order to reduce the file size. The amount of data that is discarded is determined by the bitrate, which is a measure of the amount of data per second. A higher bitrate results in a higher quality audio file, but also a larger file size.

How MP3 Compression Works

MP3 compression works by using a technique called psychoacoustic coding. Psychoacoustic coding takes advantage of the fact that the human ear is not equally sensitive to all frequencies. For example, we can hear lower frequencies better than higher frequencies. Psychoacoustic coding uses this information to discard frequencies that are not as important to human hearing.

Bitrate and Audio Quality

The bitrate is the most important factor that determines the audio quality of an MP3 file. A higher bitrate results in a higher quality audio file, but also a larger file size. For example, a 128 kbps MP3 file will sound better than a 64 kbps MP3 file, but the 128 kbps file will be twice as large.

Choosing the Right Bitrate

The best bitrate to choose depends on how you plan to use the MP3 file. If you are going to listen to the file on a high-quality audio system, then you will want to use a high bitrate. If you are going to listen to the file on a portable device, then you may want to use a lower bitrate to save space.

Other Factors That Affect Audio Quality

In addition to the bitrate, there are other factors that can affect the audio quality of an MP3 file. These factors include the sampling rate, the bit depth, and the encoder used.

  • The sampling rate is the number of times per second that the audio signal is sampled. A higher sampling rate results in a higher quality audio file.
  • The bit depth is the number of bits used to represent each sample. A higher bit depth results in a higher quality audio file.
  • The encoder is the software that is used to compress the audio file. Different encoders use different algorithms, and some encoders produce better quality audio files than others.

Conclusion

MP3 compression is a popular and effective way to reduce the file size of digital audio files. By using a high bitrate, you can ensure that the audio quality of your MP3 files is good enough for your needs.

Frequently Asked Questions

What is the difference between MP3 and lossless audio formats?

MP3 is a lossy format, which means that some of the original audio data is discarded in order to reduce the file size. Lossless audio formats, such as FLAC and WAV, do not discard any data, so they retain the original audio quality. However, lossless audio files are much larger than MP3 files.

What is the best bitrate for MP3 files?

The best bitrate for MP3 files depends on how you plan to use them. If you are going to listen to the files on a high-quality audio system, then you will want to use a high bitrate. If you are going to listen to the files on a portable device, then you may want to use a lower bitrate to save space.

What are some tips for improving the audio quality of MP3 files?

There are a few things you can do to improve the audio quality of MP3 files. First, use a high bitrate. Second, use a high-quality encoder. Third, avoid using compression plugins or software that may degrade the audio quality.

What are some common problems with MP3 files?

Some common problems with MP3 files include:

  • Crackling or popping noises
  • Loss of high-frequency sounds
  • Muffled or distorted sound

These problems can be caused by a number of factors, including:

  • Low bitrate
  • Poor quality encoder
  • Damage to the file

If you are experiencing problems with your MP3 files, try using a different encoder or a higher bitrate. You can also try repairing the file using a file repair utility.


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Understanding MP3 Compression

Understanding MP3 Compression

MP3 Compression
MP3 Compression
MP3 Compression
MP3 Compression

As someone who has been working with audio files for years, I can tell you that MP3 compression is one of the most important topics in the industry. It’s a technique that has revolutionized the way we listen to music, and it’s something that every audio enthusiast should understand.

How MP3 Compression Works

At its core, MP3 compression is all about removing data that the human ear can’t hear. This is done by analyzing the audio file and identifying sounds that are outside of the range of human hearing. These sounds are then removed, resulting in a smaller file size without any noticeable loss in quality.
As the book “The Art of Digital Audio” explains, “MP3 compression is based on the psychoacoustic principle that the human ear cannot discern certain sounds that are masked by other sounds.” This means that by removing these masked sounds, we can significantly reduce the file size of an audio file without sacrificing quality.

The Benefits of MP3 Compression

One of the biggest benefits of MP3 compression is the ability to store more music on your device. Before MP3 compression, most audio files were too large to be stored on a computer or portable music player. With MP3 compression, you can store hundreds or even thousands of songs on a single device.
Another benefit of MP3 compression is the ability to stream music over the internet. Without MP3 compression, streaming music would be nearly impossible due to the large file sizes of most audio files. MP3 compression allows for fast and efficient streaming, making it possible to listen to music on the go.

The Future of MP3 Compression

While MP3 compression has been around for decades, it’s still an evolving technology. As new audio formats and compression techniques are developed, we can expect MP3 compression to continue to improve.
One area where MP3 compression is likely to see significant growth is in the field of virtual and augmented reality. As these technologies become more advanced, the need for high-quality, low-latency audio will become increasingly important. MP3 compression is likely to play a key role in meeting this need.

MP3 Compression vs. Other Audio Formats

When it comes to audio formats, there are a lot of options out there. From WAV to FLAC to AAC, each format has its own strengths and weaknesses. So how does MP3 compression stack up against the competition?

MP3 Compression vs. WAV

WAV is a lossless audio format that is often used in professional audio production. While WAV files offer the highest possible audio quality, they also come with a large file size. This makes them impractical for most consumer applications.
MP3 compression, on the other hand, offers a good balance between file size and audio quality. While MP3 files are not as high-quality as WAV files, they are much smaller and more practical for everyday use.

MP3 Compression vs. FLAC

FLAC is another lossless audio format that is often used by audiophiles. Like WAV, FLAC files offer high-quality audio, but they also come with a large file size.
While FLAC files are great for archiving and preserving high-quality audio, they are not practical for everyday use. MP3 compression, on the other hand, offers a good compromise between file size and audio quality, making it the ideal format for most consumer applications.

MP3 Compression vs. AAC

AAC is a newer audio format that was developed by Apple. Like MP3 compression, AAC is a lossy format that offers a good balance between file size and audio quality.
While AAC files are generally smaller than MP3 files, they also tend to offer slightly better audio quality. However, because AAC is a proprietary format, it is not as widely supported as MP3 compression.

The Science Behind MP3 Compression

At its core, MP3 compression is all about the science of sound. By understanding how sound works and how the human ear perceives it, we can create audio files that are smaller and more efficient without sacrificing quality.

The Psychoacoustic Model

The key to MP3 compression is the psychoacoustic model. This model is based on the fact that the human ear is not equally sensitive to all frequencies of sound. In fact, our ears are much more sensitive to sounds in the midrange frequencies than they are to sounds in the high or low frequencies.
By taking advantage of this fact, MP3 compression is able to remove sounds that are outside of the range of human hearing. This results in a smaller file size without any noticeable loss in quality.

The Bitrate

Another important factor in MP3 compression is the bitrate. The bitrate is the amount of data that is used to represent each second of audio. A higher bitrate means that more data is being used, which results in a higher-quality audio file.
However, higher bitrates also mean larger file sizes. This is why most MP3 files are encoded at a bitrate of 128 kbps or 192 kbps. These bitrates offer a good balance between file size and audio quality.

The Future of MP3 Compression

As technology continues to evolve, we can expect MP3 compression to continue to improve. New compression techniques and audio formats are likely to emerge, offering even better audio quality and smaller file sizes.
However, even as new technologies emerge, MP3 compression is likely to remain a key part of the audio industry. Its ability to offer high-quality audio in a small file size makes it the ideal format for most consumer applications.

MP3 Compression Techniques

There are a number of different techniques that can be used to compress MP3 files. Each technique has its own strengths and weaknesses, and the best technique to use will depend on the specific needs of the user.

Constant Bitrate Encoding

Constant bitrate encoding is the simplest and most common technique used to compress MP3 files. With constant bitrate encoding, the bitrate is kept constant throughout the entire audio file.
While constant bitrate encoding is easy to implement, it can result in larger file sizes than other techniques. This is because the bitrate is not adjusted to match the complexity of the audio.

Variable Bitrate Encoding

Variable bitrate encoding is a more advanced technique that adjusts the bitrate based on the complexity of the audio. This means that more data is used to represent complex sounds, while less data is used to represent simpler sounds.
Variable bitrate encoding can result in smaller file sizes than constant bitrate encoding, while still maintaining high audio quality. However, it can be more difficult to implement than constant bitrate encoding.

Joint Stereo Encoding

Joint stereo encoding is a technique that takes advantage of the fact that most audio files are recorded in stereo. With joint stereo encoding, the left and right channels of the audio are analyzed separately, and the data is compressed based on the similarities between the two channels.
This technique can result in smaller file sizes than other techniques, while still maintaining high audio quality. However, it can also result in some loss of stereo separation.

The Benefits of MP3 Compression

As someone who has been working with audio files for years, I can tell you that MP3 compression is one of the most important topics in the industry. It’s a technique that has revolutionized the way we listen to music, and it’s something that every audio enthusiast should understand.

Storing More Music

One of the biggest benefits of MP3 compression is the ability to store more music on your device. Before MP3 compression, most audio files were too large to be stored on a computer or portable music player. With MP3 compression, you can store hundreds or even thousands of songs on a single device.
This is something that I’ve personally experienced. As someone who loves music, I used to have to carry around a large collection of CDs or cassette tapes. With MP3 compression, I can now carry my entire music collection in my pocket.

Streaming Music

Another benefit of MP3 compression is the ability to stream music over the internet. Without MP3 compression, streaming music would be nearly impossible due to the large file sizes of most audio files. MP3 compression allows for fast and efficient streaming, making it possible to listen to music on the go.
This is something that I’ve personally experienced as well. As someone who travels frequently, I rely on streaming music services to keep me entertained on long flights or train rides. Without MP3 compression, this would not be possible.

The Future of MP3 Compression

While MP3 compression has been around for decades, it’s still an evolving technology. As new audio formats and compression techniques are developed, we can expect MP3 compression to continue to improve.
One area where MP3 compression is likely to see significant growth is in the field of virtual and augmented reality. As these technologies become more advanced, the need for high-quality, low-latency audio will become increasingly important. MP3 compression is likely to play a key role in meeting this need.

MP3 Compression for Beginners

If you’re new to the world of audio files, MP3 compression can seem like a daunting topic. However, with a little bit of knowledge, you can quickly become an expert.

Choosing the Right Bitrate

One of the most important things to consider when compressing MP3 files is the bitrate. The bitrate is the amount of data that is used to represent each second of audio. A higher bitrate means that more data is being used, which results in a higher-quality audio file.
However, higher bitrates also mean larger file sizes. This is why most MP3 files are encoded at a bitrate of 128 kbps or 192 kbps. These bitrates offer a good balance between file size and audio quality.

Using the Right Software

Another important factor to consider when compressing MP3 files is the software that you use. While there are many different programs available for compressing audio files, not all of them are created equal.
If you’re looking for a reliable and easy-to-use program for compressing MP3 files, I would recommend checking out MP4Gain. This program offers a wide range of compression options, making it easy to find the right settings for your needs.

Conclusion

In conclusion, MP3 compression is an important topic for anyone who works with audio files. Whether you’re a professional audio engineer or just someone who loves music, understanding MP3 compression is essential.
By taking advantage of the techniques and technologies available for MP3 compression, you can store more music on your device, stream music over the internet, and enjoy high-quality audio without sacrificing file size. So if you haven’t already, I would encourage you to start exploring the world of MP3 compression today.

How does MP3 work?

How does MP3 work?

mp3 compression

1. The common name for portable MP3 player. a portable player
used to play music in MP3 format (now compatible with wma, wav and other formats).

MP3 Compression

Portable MP3 Player was originally developed by Korean Wenguang Su and Huang Dingxia (Moon & Hwang) Invented in 1997 and applied for related patents Detailed explanation of the
technology development of the MP3 format Format, which is designed to drastically reduce the amount of audio data, while for most users the playback quality is not appreciably degraded from the original uncompressed audio. It was invented and standardized in 1991 by a group of engineers from the Fraunhofer-Gesellschaft research organization in Erlangen, Germany. MPEG-1 Audio Layer 3, often referred to as MP3, is one of the most popular lossy compression and digital audio encoding formats today. There is no noticeable drop in sound quality compared to the original uncompressed audio. It was invented and standardized in 1991 by a group of engineers from the Fraunhofer-Gesellschaft research organization in Erlangen, Germany. General information MP3 is a data compression format. It discards pulse code modulation (PCM) audio data that is not important to the human ear (similar to how JPEG is lossy image compression), resulting in a much smaller file size. Various techniques are used in MP3, including psychoacoustics, to determine which parts of the audio can be discarded. MP3 audio can be compressed at different bit rates, providing a variety of trade-offs between data size and sound quality. The MP3 format uses a hybrid conversion mechanism to convert the time domain signal to the frequency domain signal: * 32-Band Polyphase Integrating Filter (PQF)
* Modified 36 or 12 tap discrete cosine filter (
MDCT); each subband size is independently selectable between 0…1 and 2…31 However, due to the unprecedented popularity of MP3, the success of any other format is currently unlikely. MP3 not only has extensive client software support, but also has a lot of hardware support, such as portable media players (referring to MP3 players), DVD and CD players.
The development of
MPEG-1 Audio Layer 2 encoding started with the German Deutsche Forschungs- und Versuchsanstalt für Luft- und Raumfahrt (later called Deutsches Zentrum für Luft- und Raumfahrt, German Space Center) Digital Audio Broadcasting (DAB) managed by Egon Meier-Project Engelen . This project is funded by the European Union as a EUREKA research project, and its name is commonly known as EU-147. The study period for EU-147 was from 1987 to 1994.
By 1991 there were already two proposals: Musicam (called Layer 2) and ASPEC (Adaptive Spectrum Sensing Entropy Coding). The Musicam method proposed by Philips of the Netherlands, CCETT of France, and the Institut für Rundfunktechnik of Germany was chosen due to its simplicity, robustness against errors, and lower computational effort in high-quality compression. The Musicam format based on subband coding is a key factor in determining the MPEG audio compression format (sampling rate, frame structure, data header, sample points per frame). This technology and its design philosophy are fully integrated into the definition of ISO MPEG Audio Layer I, II and later Layer III (MP3) formats. The standard was developed by Leon van de Kerkhof (Layer I) and Gerhard Stoll (Layer II) under the auspices of Prof. Mussmann (University of Hannover).
A working group consisting of Leon Van de Kerkhof from the Netherlands, Gerhard Stoll from Germany, Yves-François Dehery from France, and Karlheinz Brandenburg from Germany absorbed design ideas from Musicam and ASPEC and added their own design ideas to develop MP3 , which can play MP2. Sound quality from 192kbit/s to 128kbit/s.
All of these algorithms eventually became part of the first group of MPEG standards, MPEG-1, in 1992, resulting in the ISO/IEC 11172-3 international standard published in 1993. Further work on MPEG audio eventually became part of the MPEG-2 standard, a second group of MPEG standards developed in 1994, officially known as ISO/IEC 13818-3, first published in 1995.
The compression efficiency of an encoder is usually defined by the bit rate, since the compression rate depends on the number of bits.

What audio formats are compatible with iPhone, iPad, iPod?

What audio formats are compatible with iPhone, iPad, iPod?

Iphone

Now there are far fewer such questions on the net, but before in many forums people asked before buying an iPhone: “What audio formats are compatible with iPhone, iPad, iPod?”

Apple Music

iPhone and iPad support the following audio file formats:
AAC (8 to 320 kbps), AAC (from iTunes Store), HE-AAC, MP3 (8 to 320 kbps), MP3 VBR, Audible (formats 2, 3, 4, Audible Enhanced Audio, AAX and AAX +) , AIFF and WAV, Apple Lossless (ALAC).

Most of the time iPhone and iPad users prefer MP3 and ALAC (Apple Lossless) formats, which they download from trackers, so there is practically no problem to copy music to iPhone, iPad.

What is Apple Lossless (ALAC) and how is it different from FLAC?
A few separate words should be said about the rather unusual Apple Lossless (ALAC) – this is an analog of the FLAC audio codec. Apple Lossless was specially designed by Apple to ensure that the user can enjoy the highest quality music while keeping battery consumption within reasonable limits.

Apple Lossless (ALAC) does not require high performance, so you can listen to music without quality loss, even on old iPod Nano. Apple takes great care to ensure that its devices can work for a long time without recharging, which is why we have a FLAC analog in the person of Apple Lossless.

In what format is it better to listen to music? PART 4

In what format is it better to listen to music? PART 4

Audio File Format

What has changed today

AUDIO FORMATS

A rare sound engineer makes a digital master recording (which is then played back on physical media), using modern technologies to the full. So the chance that a 24-bit track is actually only 16-bit is extremely high.

High-quality analog recording on high-end gear is even harder to find today, if only for fans of this sound. Such is, for example, Jack White, the former leader of the White Stripes. At the same time, some of his recordings reference lo-fi variations, and looking for the scandalous sonic characteristics of the song becomes something of a foodie treat.

If you imagine an ideal source, only the trained ear or listening on high-quality audio equipment will allow you to find a compressed file. And already based on this (and without forgetting perception), it is worth drawing the following conclusion:

AAC is necessary and sufficient for medium-priced equipment, in the absence of which (and in the absence of sources that can be encoded in AAC) – MP3 with a constant 320 kbps bit rate, created with the Lame 3.93 codec (recommended keys for decoding: -cbr -b320 -q0 -k -ms).

The exceptions are recordings originally recorded in high quality, say, recorded on DVD-Audio, SACD, or recordings originally collected in DSD (or similar format) with a high bit rate.

Although without losses it has some characteristics. And we will tell about them next time.

The author does not like Apple. The author greatly appreciates the achievements of the Fraunhofers and was greatly surprised to learn that AAC is his work. 🙂

In what format is it better to listen to music? Part 3

In what format is it better to listen to music? Part 3

audio formats

Due to its advanced age, MP3 has significant limitations: the bit depth can be 16-24 bits, the sample rate is expressed only in discrete values ​​(8, 11,025, 12, 16, 22.05, 24, 32, 44.1, 48), the bit rate is limited to 320 kbps. Also, in the normal version of MP3, the number of channels is limited to two.

audio formats

AAC
The same rake, only in profile. Also developed by the Fraunhofer Society. Later and uses a different, more modern psychoacoustic model. The publicly available information allows us to conclude: yes, they managed to improve their own creation.

Even with the simplest numbers, AAC is a more flexible format. The bit depth of the files obtained with the help of this development varies from 16 to 24, the sampling frequency, if desired, will also allow not to lose the sound image and is in the range of 8-192 kHz. The data stream is generally close to lossless formats (up to 512 kbps), while the maximum number of AAC file channels reaches 48.

Which format is definitely the best?
Considering that AAC is MP3 reinvented after a dozen years, then the choice is in its favor. If you want, it makes sense to only compare MP3 and OGG.

On the graphics – good AudioCD, compressed OGG with 350 kbps variable bit rate and MP3 using Lame. The lower the graph, the closer the sound is to the original. It turns out to be a very interesting image. Although MP3 has clearly cut the high frequencies, unlike OGG, in which you can see a blockage below 2 kHz.

The frequency-time distribution of sound does not speak of less interesting things. At a constant 320kbps bit rate, MP3 is almost identical to the original recording. Everything seems to fit now. But … In fact, everything is even more confusing.

Why use at a loss at all when there is no loss available?
Common sense.

The fact is that most analog recordings do not contain the amount of information that would need to be stored in high-quality formats. Don’t forget that the native sample rate for CD is 44.1 kHz, the quantization is only 16 bits.

The above graphics well demonstrate the high fidelity of MP3 streaming. But for an audio cassette, magnetic tape (unless of course it is a master tape), the characteristics of an audio CD are unattainable. And for mass studio equipment, the ability to record analog sound corresponding to AudioCD has appeared relatively recently. It makes no sense to digitize in FLAC (and even more so in WAV) a concert recording or a disc from the pre-digital era, especially those made with magnetic media. They do not contain those spectra and the amount of information that containers can store without compression.

In what format is it better to listen to music? Part 2

In what format is it better to listen to music? Part 2

Audio Formats

The reference value of the audible range for humans is 16 Hz to 20 kHz, but you cannot hear and be aware of all incoming sounds simultaneously.

audio files

Hearing is discreet and your hearing sensitivity is not linear.

Modern psychoacoustic models accurately assess human hearing and are constantly improving. In fact, despite the guarantees of music lovers, musicians and audiophiles, to the inexperienced middle ear, the initial appearance of MP3 in maximum quality has become extremely noticeable. There are exceptions, they cannot cease to exist. But they are not always easily noticed by blind listening.

Formats using psychoacoustic compression models
There are many of these formats for lossy audio compression. The most common today are the following.

OGG (Vorbis)
In general, a file with the * .ogg extension is a “container”: it can contain multiple sound recordings with their own tags and characteristics. Most of the time, the files stored in it are compressed with the Ogg Vorbis codec, although others can be used, including MP3 or FLAC.

Its main advantages include a wide range of possible parameters during encoding: the audio sampling frequency can reach 192 kHz, the bit depth is 32 bits. By default, OGG uses a variable bit rate (although this is not shown on the properties screen), which can go up to 1000 kbps.

MP3
Unlike the free OGG, MP3 was developed by the Fraunhofer Society, an association of German institutes for applied research, which is very important for modern acoustics. Among audiophiles, by the way, this is an extremely respected office, yet they don’t like to admit it. But its developments are closely watched.

Unlike OGG, it can have variable (VBR) and constant (CBR) bit rate. By the way, it was thanks to MP3 that it was discovered that not all recordings can be encoded with high quality with a variable bit rate (see the above reasons, the encoding algorithms and their results in this case may be different when encoding the same source ).

In what format is it better to listen to music?

In what format is it better to listen to music?

Lossy compression

Understanding digital audio formats is not easy. It is even more difficult to come to an unequivocal conclusion in which format it is better to listen to music.

Lossy Formats

If you look at the audio format comparison table on Wikipedia, your eyes will start to flutter with columns of silent numbers. Let’s try to find out what’s behind this.
In what format is it better to listen to music? Three lost whales
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sixteen
Let’s make a reservation right away that the article talks ONLY about general characteristics and will not include some details. Moving forward, Lifehacker will conduct its own unbiased investigation. And today we will try to generalize the already known experience in one way or another.

There is an analog and a figure.

The analog is good, but short-lived and inconvenient. Therefore, analog media, despite high vinyl sales, will not be making a comeback.

Digital audio can be of three main types:

in a format that does not use compression;
in a format that uses lossless compression;
in a format that uses lossy compression.
At first glance, lossless formats are more promising. This is not always the case, as we will discuss in more detail in one of the following materials. Uncompressed formats make no sense other than storing the master recordings needed to create audio content. They are easier to restore. Storing and listening to home recordings is superfluous.

Of the many parameters of digital audio, the user must first be concerned with sample rate (the accuracy of digitizing an analog signal in time), bit depth (the accuracy of digitizing in amplitude – volume) , the bit rate (the amount of information contained in the file in terms of one second).

Today we will talk about lossy.

For compressed sound, the concept of the psychoacoustic model is very important – the ideas of scientists and engineers about how a person perceives sound. The ear perceives the entire spectrum of acoustic waves entering it. However, the brain processes the signals.

Lossy compression format at a glance

Lossy compression format at a glance

lossy compression

“As you know, the music we listen to consists of a set of signals, each of which has its own characteristics, including loudness.

LOSSY COMPRESSION

The human hearing aid is designed so that we do not distinguish or poorly distinguish a weak (low) signal from the background of a strong (strong) signal. This principle forms the basis of modern means of compression (compression) of audio data.

If we imagine that a signal of a certain length is divided into many parts, and each part is processed in such a way that a weaker signal, which is difficult to distinguish from the background of a strong one, falls under the knife, and one remains a signal louder, then this will be an approximate audio compression model. Consequently, the level of data compression will depend on how many parts (samples) the original file will be divided into and how many weak signals from each individual sample will be removed (what the bit rate will be, the number of bits in a sample). sample of a specified duration). This coding principle is called lossy coding or lossy coding.

Ogg Vorbis is a completely open and patent-free audio format that allows you to store and transmit audio information with high sound quality (44.1-48.0 kHz sample rate, more than 16 bits, polyphony (multi-channel audio) ) and bit rates ranging from 16 to 512 Kbps per channel. In this case, the number of processed channels can reach 255.

MP3 or MPEG-1 Layer 3 audio is by far the most popular format for storing and transmitting compressed data. This format was developed by the Fraunhofer Institut, Germany. “Http://ru.wikibooks.org/wiki/Compression_Audio_data_with_lossy

Comparative tests

Sound Forge 7.0 (Spectral Analysis / Spectrum Analysis function) was used for the analysis of the sound signal.

“Spectral analysis is a signal processing technique that can reveal the frequency content of a signal. Solving the problems of spectral analysis is possible through the use of the fast Fourier transform, which makes it possible to determine the contribution of individual components of the vibration spectrum to the overall vibration picture. “Http: //masters.donntu. edu.ua/2007/fema/belinskaya/library/a4/art4.htm

The following graphs were obtained in the form of an amplitude distribution in the frequency domain, the spectrum of the signal is presented using a Blackman-Harris / Blackman-Harris window and a maximum sampling frequency (FFT size) of 65536, this gives allows you to analyze the smallest details of the signal at frequencies around 20,000 Hz, without smoothing.

The analysis of the spectrum of the compressed signal assumes the presence of a recording of the original quality, for this we use a licensed audio CD made in the USA “Kevin Yost – Bongo Madness”, with standard characteristics 44100 Hz / 16 bit

The rich electronic sound spans the entire frequency spectrum and captures even the inaudible range (20,000 Hz to 22,000 Hz), as can be seen in the graph below. Considering that it is generally possible to notice codec compression at higher frequencies, the 10-20 kHz range will be considered.

Mp3, the star format, the reasons

Mp3, the star format, the reasons

MP3

Another interesting property of hearing is that the lower the volume level, the lower its resolution, the lower the number of sounds perceived. When the volume is lowered the high frequencies are better perceived, when the volume is increased the low frequencies are perceived. And they do not complement each other, but rather replace each other.

File MP3 Icon - Silverblue Icons - SoftIcons.com

A person does not perceive some sounds, focusing on others. Pay attention: an instrument, or a voice, is usually audible clearly and consciously. Everything else becomes a background or a single tune. And no matter what we focus on in composition, we cannot increase the number of basic sounds perceived.

How to create the mp3

All these data obtained from experimental studies are gathered and presented in the form of an ideal model of human hearing. The MP3 standard focuses on this.

Everything that a person does not hear unambiguously is immediately cut off. Post-processing degrades the sound according to the understanding of this model.

Thanks to the great work done, modern psychoacoustic models accurately evaluate human hearing and do not stand still.

In fact, despite the assurances of music lovers, musicians and audiophiles, to the inexperienced middle ear, the highest quality MP3 has almost extreme parameters.

There are exceptions, they cannot cease to exist. But they are not always easily noticed by blind listening. And they are no longer derived from the mechanisms of hearing, but from the algorithms for processing sound information in the brain.

And here only personal factors play a role. All of this explains why we love different headphone models and why the numerical characteristics of the audio cannot unequivocally determine the sound quality.

MP3 fits everything: analog quality

Audiophiles’ insistence on picky FLACs is worth going through another serious sift. Most analog recordings do not contain enough information for lossless formats.

All CDs are recorded at 44.1 kHz sample rate and 16-bit quantization. Where does 192 kHz and 24/32 bit come from, which is used when encoding in FLAC? They are not, this is a doll!

You will object that these parameters are higher for analog sound … But for an audio cassette and a magnetic tape (unless, of course, it is a Japanese master tape), the characteristics of an audio CD are NOT ACCEPTABLE. For conventional studio equipment, the ability to record analog sound corresponding to AudioCD is relatively new.

Therefore, it makes no sense to digitize recordings from the pre-digital era in frenetic quality, especially those made on magnetic media. They do not contain those spectra and the amount of information that containers can store without compression.

Everything fits in MP3: digital

Strictly speaking, with most digital recordings, the image is the same. In the 90s and later, cheap plastic boomboxes appeared. The sound engineers had to take care of the uniform sound on all devices: the dynamic range of the recordings was reduced to 10-12 bits.

One more point. Until recently, no one recorded in a very high-quality studio. Because it is difficult to work simultaneously with several dozen audio tracks with high recording quality, and sometimes there are simply not enough human and technical resources.