Shenzhen Cretone Audio Technology Co., Ltd.
Shenzhen Cretone Audio Technology Co., Ltd.

ATS Automatic Mixing Technology Deep Dive (Part 1): Principles of ATS Automatic Mixing Technology

In the field of audio technology, ATS Automatic Mixing Technology is revolutionizing the industry with its innovative approach and outstanding performance. This technology utilizes precise noise threshold detection and signal coherence analysis to intelligently manage the number of active microphones, effectively avoiding common audio quality issues found in traditional mixing methods.


Core Principles of ATS Automatic Mixing Technology

ATS, or Automatic Thresholding System, is a mixing technology that excels in its sensitivity to noise thresholds and in-depth analysis of signal coherence. The technology is equipped with highly sensitive noise sensors that continuously monitor environmental noise, acting as guardians of audio quality. With the help of advanced VAD (Voice Activity Detection) technology, ATS can precisely capture subtle variations in voice signals.


VAD technology, as a cutting-edge method for automatically identifying active parts of voice signals, plays a key role in ATS. When environmental noise exceeds the preset safe threshold, the ATS system quickly responds by adjusting the microphone’s gain and switch state, ensuring every meaningful sound detail is captured while filtering out unnecessary noise to maintain the purity of the sound.


Noise Threshold Sensing

The core of ATS Automatic Mixing Technology lies in its precise noise threshold sensing ability, which is based on VAD (Voice Activity Detection) to monitor environmental noise in real time. This allows the system to dynamically adjust the microphone’s working state, ensuring clear sound capture even in noisy environments. Additionally, through signal coherence analysis, the technology can intelligently distinguish the signal relationships between different microphones, achieving harmonious sound mixing and greatly enhancing audio clarity.


table microphones for meetings


VAD (Voice Activity Detection) is a technology used to automatically detect the active parts of a speech signal, meaning it can identify the beginning and end of speech when a person is talking. This technology is implemented by setting one or more thresholds that help the algorithm determine when speech activity occurs and when it doesn't. VAD has a wide range of applications, including but not limited to voice assistants in smart devices, telephone communications, and audio and video conferences.


The implementation of VAD relies on processing and analyzing speech signals, with the main steps involving:‌

  • Short-time energy analysis: By analyzing the short-term energy envelope of the speech signal, a higher threshold (limit) is set, and segments above this threshold are considered speech activity.

  • Short-time average zero-crossing rate analysis: After determining the presence of speech activity, the starting and ending points of speech are further identified by analyzing the short-term average zero-crossing rate. By setting a lower threshold, the algorithm can find the start and end points of the speech segment.

  • Bandwidth optimization: VAD technology is also used to reduce bandwidth usage during communication. By detecting silent periods, unnecessary bandwidth usage can be significantly reduced, thereby improving communication efficiency.


‌‌In summary, VAD technology detects speech activity by setting appropriate thresholds, improving communication efficiency and optimizing bandwidth usage, while playing an important role in smart devices and communication technology.


Signal Coherence Analysis

In addition to relying on VAD technology, ATS Automatic Mixing Technology also excels in signal coherence analysis. In multi-microphone environments, the system can intelligently recognize the relationship between signals from different microphones, accurately distinguishing between valid signals and interference. Through refined control mechanisms, ATS ensures that each microphone's output maintains its independence.


table mount mic


The synergistic effect of noise threshold sensing and signal coherence analysis allows ATS Automatic Mixing Technology to handle complex audio environments effortlessly. Whether in the delicate emotional expression of music creation or the clear transmission of information in conference communication, ATS can meet the high-quality audio demands with its excellent performance.


After deeply analyzing the core principles of ATS Automatic Mixing Technology, we are excited about the potential and advantages it can showcase in practical applications. Next, we will continue to explore how this technology works in specific scenarios and the revolutionary changes it brings. Stay tuned for the next chapter.


ATS Automatic Mixing Technology Deep Dive (Part 2): Advantages of ATS Automatic Mixing Technology and its Applications in Conference Settings


In the previous chapter, we explored the core principles of ATS Automatic Mixing Technology. In this chapter, we will focus on its significant advantages and its application in real-world scenarios such as conferences, showcasing its revolutionary contribution to modern audio processing.


Advantages of ATS Automatic Mixing Technology

Compared to traditional mixing methods, ATS Automatic Mixing Technology undoubtedly represents a significant leap in audio quality, stability, and ease of operation.


  • Exceptional Audio Quality Enhancement: ATS technology intelligently recognizes and manages microphone working states, effectively avoiding common issues like mis-triggering and interference found in traditional mixing, thus ensuring the purity and clarity of the sound signal. Every participant's speech can be clearly and accurately transmitted.

  • Improved System Stability: In complex scenarios with multiple microphones working simultaneously, ATS technology excels with its intelligent control capability, effectively preventing issues like feedback and echo, ensuring long-term stable operation of the system.

  • Simplified Operation: Compared to the tedious manual adjustment processes of traditional mixers, ATS Automatic Mixing Technology greatly reduces operational difficulty and complexity through intelligent automation. Users only need to set a few key parameters to achieve high-quality mixing results, significantly improving work efficiency.


Applications in Conference Settings

In conference environments, ATS Automatic Mixing Technology plays an indispensable role. Especially in large meeting rooms or remote collaboration situations, the technology can intelligently identify and manage valid microphone signals through its precise noise threshold sensing and signal coherence analysis. This ensures that every participant's voice is clearly and accurately transmitted while effectively reducing unnecessary bandwidth consumption, greatly improving communication efficiency. As a result, ATS Automatic Mixing Technology has become a core component of modern high-end conference systems.


Moreover, the potential of ATS Automatic Mixing Technology extends far beyond conference settings. It has shown tremendous potential in various audio processing fields, such as music creation and recording production, bringing an unprecedented pure audio experience to professionals and audio enthusiasts alike.


Conclusion

ATS Automatic Mixing Technology, with its forward-thinking intelligent management methods, is leading a new trend in audio processing. Looking ahead, we are confident that this technology will make significant progress in areas such as intelligence, personalization, and cross-platform compatibility, providing a clearer and more captivating audio experience for all of humanity. We also eagerly look forward to discussing and exchanging ideas with industry colleagues and audio enthusiasts, working together to drive the continuous innovation and development of audio technology.