Mastering LDAC for High-Resolution Audio Production
JUL 4, 20259 MIN READ
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LDAC Evolution and Objectives
LDAC, developed by Sony in 2015, represents a significant milestone in the evolution of high-resolution audio codecs. This technology emerged as a response to the growing demand for superior audio quality in wireless devices, particularly as consumers increasingly sought audiophile-grade experiences in portable formats. LDAC's primary objective is to deliver near-lossless audio transmission over Bluetooth connections, addressing the limitations of previous codecs that often compromised sound quality.
The development of LDAC was driven by several key factors in the audio industry. First, the rise of high-resolution audio formats, such as 24-bit/96kHz recordings, created a need for wireless transmission methods that could preserve this enhanced fidelity. Second, the widespread adoption of Bluetooth-enabled devices necessitated a codec that could maximize the potential of this ubiquitous wireless standard. LDAC aimed to bridge the gap between the convenience of wireless audio and the quality demands of discerning listeners.
LDAC's technical evolution focused on overcoming the bandwidth limitations of Bluetooth. By employing advanced encoding algorithms, LDAC achieved transmission rates of up to 990 kbps, significantly higher than previous codecs like SBC or AAC. This increased bandwidth allows for the transmission of audio data with minimal compression, preserving more of the original recording's nuances and dynamic range.
The objectives of LDAC extend beyond mere technical specifications. The codec aims to democratize high-quality audio, making it accessible to a broader audience through widely available consumer devices. By integrating LDAC into smartphones, headphones, and other portable audio equipment, Sony sought to elevate the overall listening experience for the average consumer while still catering to audiophiles.
Another critical objective of LDAC is to future-proof audio technology. As the music industry continues to push for higher resolution formats and more immersive audio experiences, LDAC positions itself as a flexible solution capable of adapting to these evolving standards. This forward-thinking approach ensures that investments in LDAC-compatible equipment remain relevant as audio technology progresses.
The evolution of LDAC also reflects a broader trend in the audio industry towards wireless solutions that don't compromise on quality. As such, LDAC serves as a benchmark for other manufacturers and codec developers, spurring innovation and competition in the high-resolution audio space. This competitive landscape ultimately benefits consumers, driving the industry towards ever-improving audio experiences in both wired and wireless domains.
The development of LDAC was driven by several key factors in the audio industry. First, the rise of high-resolution audio formats, such as 24-bit/96kHz recordings, created a need for wireless transmission methods that could preserve this enhanced fidelity. Second, the widespread adoption of Bluetooth-enabled devices necessitated a codec that could maximize the potential of this ubiquitous wireless standard. LDAC aimed to bridge the gap between the convenience of wireless audio and the quality demands of discerning listeners.
LDAC's technical evolution focused on overcoming the bandwidth limitations of Bluetooth. By employing advanced encoding algorithms, LDAC achieved transmission rates of up to 990 kbps, significantly higher than previous codecs like SBC or AAC. This increased bandwidth allows for the transmission of audio data with minimal compression, preserving more of the original recording's nuances and dynamic range.
The objectives of LDAC extend beyond mere technical specifications. The codec aims to democratize high-quality audio, making it accessible to a broader audience through widely available consumer devices. By integrating LDAC into smartphones, headphones, and other portable audio equipment, Sony sought to elevate the overall listening experience for the average consumer while still catering to audiophiles.
Another critical objective of LDAC is to future-proof audio technology. As the music industry continues to push for higher resolution formats and more immersive audio experiences, LDAC positions itself as a flexible solution capable of adapting to these evolving standards. This forward-thinking approach ensures that investments in LDAC-compatible equipment remain relevant as audio technology progresses.
The evolution of LDAC also reflects a broader trend in the audio industry towards wireless solutions that don't compromise on quality. As such, LDAC serves as a benchmark for other manufacturers and codec developers, spurring innovation and competition in the high-resolution audio space. This competitive landscape ultimately benefits consumers, driving the industry towards ever-improving audio experiences in both wired and wireless domains.
Hi-Res Audio Market Analysis
The high-resolution audio market has experienced significant growth in recent years, driven by increasing consumer demand for superior sound quality and immersive listening experiences. As digital music streaming becomes more prevalent, audiophiles and music enthusiasts are seeking ways to enhance their audio experience beyond standard compressed formats. This trend has led to a surge in the adoption of high-resolution audio technologies, including LDAC.
The global high-resolution audio market is projected to expand at a compound annual growth rate (CAGR) of over 20% from 2021 to 2026. This growth is attributed to several factors, including the rising popularity of premium audio devices, advancements in audio coding technologies, and the increasing availability of high-resolution audio content across various platforms.
Consumer electronics manufacturers have recognized this trend and are incorporating high-resolution audio capabilities into their products. Smartphones, portable music players, wireless headphones, and home audio systems are now being designed with support for high-resolution audio codecs like LDAC. This integration has expanded the market reach of high-resolution audio technologies beyond traditional audiophile circles.
The music streaming industry has also played a crucial role in driving the adoption of high-resolution audio. Major streaming platforms have begun offering high-resolution audio tiers to cater to discerning listeners. This has created a new revenue stream for both streaming services and content creators, as consumers are willing to pay a premium for higher quality audio experiences.
The automotive sector represents another significant growth area for high-resolution audio. Luxury car manufacturers are increasingly incorporating high-end audio systems with support for high-resolution formats, including LDAC, to enhance the in-car entertainment experience. This trend is expected to trickle down to mid-range vehicles in the coming years, further expanding the market.
Geographically, North America and Europe currently lead the high-resolution audio market, owing to higher consumer awareness and disposable income. However, the Asia-Pacific region is expected to witness the fastest growth, driven by the rapid adoption of advanced audio technologies in countries like Japan, South Korea, and China.
Despite the positive growth outlook, challenges remain in the high-resolution audio market. These include the need for greater consumer education about the benefits of high-resolution audio, the relatively high cost of compatible devices, and the limited availability of high-resolution content in certain genres and regions. Addressing these challenges will be crucial for sustaining the market's growth trajectory and realizing the full potential of technologies like LDAC in the high-resolution audio ecosystem.
The global high-resolution audio market is projected to expand at a compound annual growth rate (CAGR) of over 20% from 2021 to 2026. This growth is attributed to several factors, including the rising popularity of premium audio devices, advancements in audio coding technologies, and the increasing availability of high-resolution audio content across various platforms.
Consumer electronics manufacturers have recognized this trend and are incorporating high-resolution audio capabilities into their products. Smartphones, portable music players, wireless headphones, and home audio systems are now being designed with support for high-resolution audio codecs like LDAC. This integration has expanded the market reach of high-resolution audio technologies beyond traditional audiophile circles.
The music streaming industry has also played a crucial role in driving the adoption of high-resolution audio. Major streaming platforms have begun offering high-resolution audio tiers to cater to discerning listeners. This has created a new revenue stream for both streaming services and content creators, as consumers are willing to pay a premium for higher quality audio experiences.
The automotive sector represents another significant growth area for high-resolution audio. Luxury car manufacturers are increasingly incorporating high-end audio systems with support for high-resolution formats, including LDAC, to enhance the in-car entertainment experience. This trend is expected to trickle down to mid-range vehicles in the coming years, further expanding the market.
Geographically, North America and Europe currently lead the high-resolution audio market, owing to higher consumer awareness and disposable income. However, the Asia-Pacific region is expected to witness the fastest growth, driven by the rapid adoption of advanced audio technologies in countries like Japan, South Korea, and China.
Despite the positive growth outlook, challenges remain in the high-resolution audio market. These include the need for greater consumer education about the benefits of high-resolution audio, the relatively high cost of compatible devices, and the limited availability of high-resolution content in certain genres and regions. Addressing these challenges will be crucial for sustaining the market's growth trajectory and realizing the full potential of technologies like LDAC in the high-resolution audio ecosystem.
LDAC Technical Challenges
LDAC, developed by Sony, represents a significant advancement in wireless audio transmission technology. However, its implementation and optimization for high-resolution audio production present several technical challenges that need to be addressed.
One of the primary challenges is maintaining the high bitrate required for lossless audio transmission. LDAC supports bitrates up to 990 kbps, which is substantially higher than conventional Bluetooth codecs. Achieving and sustaining this high bitrate consistently in real-world environments with varying signal strengths and interference levels is a complex task. Engineers must develop robust algorithms to dynamically adjust the bitrate while minimizing audio quality degradation.
Another significant challenge lies in managing power consumption. The high-resolution audio transmission enabled by LDAC demands more processing power and energy from both the transmitting and receiving devices. Balancing the need for high-quality audio with battery life considerations is crucial, especially for portable devices. This necessitates the development of efficient power management techniques and optimized hardware designs.
Latency reduction is also a critical area of focus. While LDAC offers improved latency compared to some other Bluetooth codecs, further reductions are necessary for applications requiring precise audio-video synchronization or real-time audio processing. Achieving lower latency without compromising audio quality or increasing power consumption presents a significant technical hurdle.
Compatibility and interoperability pose additional challenges. As LDAC is a proprietary technology, ensuring seamless integration with a wide range of devices and operating systems requires extensive testing and optimization. This includes addressing potential conflicts with other wireless technologies and adapting to various hardware configurations.
The complexity of the LDAC codec itself presents challenges in implementation and optimization. The codec employs sophisticated psychoacoustic models and adaptive bit allocation techniques. Fine-tuning these algorithms for optimal performance across diverse audio content and listening environments demands extensive research and development efforts.
Lastly, maintaining audio quality consistency across different connection scenarios is crucial. LDAC's performance can vary depending on factors such as distance, obstacles, and electromagnetic interference. Developing robust error correction and concealment techniques to maintain high audio quality under suboptimal conditions is an ongoing challenge for engineers working with LDAC technology.
One of the primary challenges is maintaining the high bitrate required for lossless audio transmission. LDAC supports bitrates up to 990 kbps, which is substantially higher than conventional Bluetooth codecs. Achieving and sustaining this high bitrate consistently in real-world environments with varying signal strengths and interference levels is a complex task. Engineers must develop robust algorithms to dynamically adjust the bitrate while minimizing audio quality degradation.
Another significant challenge lies in managing power consumption. The high-resolution audio transmission enabled by LDAC demands more processing power and energy from both the transmitting and receiving devices. Balancing the need for high-quality audio with battery life considerations is crucial, especially for portable devices. This necessitates the development of efficient power management techniques and optimized hardware designs.
Latency reduction is also a critical area of focus. While LDAC offers improved latency compared to some other Bluetooth codecs, further reductions are necessary for applications requiring precise audio-video synchronization or real-time audio processing. Achieving lower latency without compromising audio quality or increasing power consumption presents a significant technical hurdle.
Compatibility and interoperability pose additional challenges. As LDAC is a proprietary technology, ensuring seamless integration with a wide range of devices and operating systems requires extensive testing and optimization. This includes addressing potential conflicts with other wireless technologies and adapting to various hardware configurations.
The complexity of the LDAC codec itself presents challenges in implementation and optimization. The codec employs sophisticated psychoacoustic models and adaptive bit allocation techniques. Fine-tuning these algorithms for optimal performance across diverse audio content and listening environments demands extensive research and development efforts.
Lastly, maintaining audio quality consistency across different connection scenarios is crucial. LDAC's performance can vary depending on factors such as distance, obstacles, and electromagnetic interference. Developing robust error correction and concealment techniques to maintain high audio quality under suboptimal conditions is an ongoing challenge for engineers working with LDAC technology.
Current LDAC Implementation
01 LDAC codec implementation
LDAC is a high-resolution audio codec developed for Bluetooth audio transmission. It allows for higher quality audio streaming by utilizing adaptive bit rate technology and efficient encoding algorithms. The codec supports various sampling rates and bit depths, enabling the transmission of high-resolution audio content over Bluetooth connections.- LDAC codec implementation: LDAC is a high-resolution audio codec developed for Bluetooth audio transmission. It allows for higher quality audio streaming by utilizing adaptive bit rate technology and efficient encoding algorithms. The codec supports various sampling rates and bit depths, enabling the transmission of high-resolution audio content over Bluetooth connections.
- Audio resolution enhancement techniques: Various techniques are employed to enhance audio resolution in digital audio systems. These may include upsampling, bit depth expansion, and advanced signal processing algorithms. Such methods aim to improve the perceived audio quality and reproduce a wider range of frequencies and dynamic range.
- Integration with audio playback devices: LDAC technology is integrated into various audio playback devices, including smartphones, wireless headphones, and speakers. This integration allows for seamless high-resolution audio playback across different devices, enhancing the overall listening experience for users.
- Compatibility with audio formats and standards: LDAC is designed to be compatible with various audio formats and industry standards. This ensures interoperability with different audio sources and playback devices, allowing for widespread adoption of the technology in the consumer electronics market.
- Audio compression and transmission optimization: Advanced compression techniques and transmission optimization methods are employed to maximize audio quality while minimizing bandwidth usage. These techniques help maintain high-resolution audio fidelity even in challenging wireless environments or with limited bandwidth availability.
02 Audio resolution enhancement techniques
Various techniques are employed to enhance audio resolution in digital audio systems. These may include upsampling, bit depth expansion, and advanced signal processing algorithms. Such methods aim to improve the perceived audio quality and reproduce a wider range of frequencies and dynamic range.Expand Specific Solutions03 Integration with audio playback devices
LDAC technology is integrated into various audio playback devices, including smartphones, portable music players, and wireless headphones. This integration allows for seamless high-resolution audio playback across different devices and platforms, enhancing the overall listening experience for users.Expand Specific Solutions04 Compatibility with audio formats and standards
LDAC is designed to be compatible with various audio formats and industry standards. This includes support for different sampling rates, bit depths, and audio file formats. The codec's flexibility allows it to work with a wide range of audio content and devices, ensuring broad compatibility in the audio ecosystem.Expand Specific Solutions05 Power efficiency in high-resolution audio transmission
Efforts are made to optimize power consumption while maintaining high audio resolution in wireless audio transmission. This involves developing efficient encoding and decoding algorithms, as well as implementing power management techniques in audio devices to extend battery life without compromising audio quality.Expand Specific Solutions
Key LDAC Industry Players
The LDAC high-resolution audio production market is in a growth phase, with increasing demand for high-quality audio experiences driving innovation. The market size is expanding as more consumers adopt high-resolution audio devices and streaming services. Technologically, LDAC is relatively mature but still evolving, with key players like Sony, the technology's developer, leading advancements. Companies such as Samsung, Huawei, and Pioneer are integrating LDAC into their products, while research institutions like Fraunhofer-Gesellschaft and Electronics & Telecommunications Research Institute contribute to its development. The competitive landscape is characterized by a mix of established electronics giants and specialized audio technology firms, with ongoing efforts to improve audio quality and compatibility across devices.
Sony Group Corp.
Technical Solution: Sony, as the creator of LDAC technology, has developed a sophisticated codec for high-resolution audio transmission over Bluetooth. LDAC supports up to 990 kbps bitrate, allowing for near lossless audio quality[1]. The codec uses adaptive bit rate to maintain stable connections, adjusting between 990, 660, and 330 kbps based on wireless conditions[2]. Sony has implemented LDAC in various products, including headphones, speakers, and smartphones, ensuring wide compatibility. The company continues to refine the technology, focusing on reducing latency and improving energy efficiency for mobile devices[3].
Strengths: Highest bitrate among Bluetooth audio codecs, wide product ecosystem, adaptive bitrate for stability. Weaknesses: Proprietary technology, potentially higher power consumption compared to simpler codecs.
Huawei Technologies Co., Ltd.
Technical Solution: Huawei has developed its own high-resolution audio codec called HWA (Hi-Res Wireless Audio), which aims to compete with LDAC in terms of audio quality over Bluetooth. HWA supports bitrates up to 900 kbps, nearly matching LDAC's capabilities[10]. The codec uses adaptive bitrate technology to maintain stable connections in varying environments. Huawei has implemented HWA across its smartphones and audio accessories, creating a cohesive ecosystem for high-quality wireless audio. The company continues to invest in audio R&D, focusing on improving codec efficiency and reducing latency for applications like gaming and VR[11].
Strengths: High bitrate comparable to LDAC, integration with Huawei's ecosystem, focus on low latency. Weaknesses: Limited adoption outside of Huawei devices, potential compatibility issues with non-Huawei products.
LDAC Core Technologies
Encoding and decoding apparatuses for high quality multi-channel audio codec
PatentInactiveUS20100324915A1
Innovation
- The development of a High Quality Multi-channel Audio Codec (HQMAC) encoding and decoding apparatus that employs both Channel-Based (HQMAC-CB) and Object-Based (HQMAC-OB) encoding units to generate bitstreams suitable for various channel configurations, including down-mixing and enhancement layers, allowing for flexible channel mixing and object-based rendering.
Method and device for processing time-discrete audio sampled values
PatentInactiveEP1397799A1
Innovation
- The method involves performing Time Domain Aliasing Cancellation (TDAC) explicitly in the time domain before transformation, using a rotation matrix represented by lifting matrices to process discrete-time samples from different quarters of a window, ensuring integer windowing and transformation through Givens rotations and discrete cosine transforms, thereby avoiding floating-point numbers and allowing direct entropy coding.
LDAC Certification Process
The LDAC certification process is a crucial step for manufacturers and developers seeking to implement Sony's LDAC high-resolution audio codec in their products. This process ensures that devices meet the stringent quality standards and technical specifications required for optimal LDAC performance.
The certification journey begins with an application to Sony, where manufacturers express their intent to incorporate LDAC technology. Upon approval, Sony provides access to the necessary documentation, software development kits (SDKs), and technical specifications. This initial phase allows developers to familiarize themselves with the LDAC architecture and integration requirements.
Following the preparatory stage, manufacturers enter the development phase. Here, they work on integrating the LDAC codec into their hardware and software systems. This process involves extensive testing and optimization to ensure seamless functionality and compatibility with the LDAC ecosystem.
Once the integration is complete, the manufacturer submits their product for rigorous testing by Sony's certification team. This evaluation encompasses various aspects, including audio quality, codec performance, power efficiency, and overall user experience. The testing procedures are designed to simulate real-world usage scenarios and push the limits of the LDAC implementation.
If any issues are identified during the certification process, Sony provides detailed feedback to the manufacturer. This iterative process allows for refinement and improvement of the LDAC implementation until it meets all required standards. The back-and-forth between Sony and the manufacturer may involve multiple rounds of testing and adjustments.
Upon successful completion of all tests, Sony grants LDAC certification to the product. This certification serves as a seal of approval, indicating that the device meets Sony's high standards for LDAC implementation. Certified products are then authorized to use the LDAC logo and marketing materials, signifying their compatibility with the high-resolution audio codec.
Post-certification, manufacturers are required to maintain compliance with LDAC standards. This involves ongoing support and potential updates to ensure continued optimal performance as the LDAC technology evolves. Sony may conduct periodic reviews or require recertification for major product updates to maintain the integrity of the LDAC ecosystem.
The LDAC certification process plays a vital role in maintaining the quality and consistency of LDAC-enabled devices across the market. It ensures that consumers can trust in the performance and compatibility of LDAC-certified products, fostering a robust ecosystem for high-resolution audio experiences.
The certification journey begins with an application to Sony, where manufacturers express their intent to incorporate LDAC technology. Upon approval, Sony provides access to the necessary documentation, software development kits (SDKs), and technical specifications. This initial phase allows developers to familiarize themselves with the LDAC architecture and integration requirements.
Following the preparatory stage, manufacturers enter the development phase. Here, they work on integrating the LDAC codec into their hardware and software systems. This process involves extensive testing and optimization to ensure seamless functionality and compatibility with the LDAC ecosystem.
Once the integration is complete, the manufacturer submits their product for rigorous testing by Sony's certification team. This evaluation encompasses various aspects, including audio quality, codec performance, power efficiency, and overall user experience. The testing procedures are designed to simulate real-world usage scenarios and push the limits of the LDAC implementation.
If any issues are identified during the certification process, Sony provides detailed feedback to the manufacturer. This iterative process allows for refinement and improvement of the LDAC implementation until it meets all required standards. The back-and-forth between Sony and the manufacturer may involve multiple rounds of testing and adjustments.
Upon successful completion of all tests, Sony grants LDAC certification to the product. This certification serves as a seal of approval, indicating that the device meets Sony's high standards for LDAC implementation. Certified products are then authorized to use the LDAC logo and marketing materials, signifying their compatibility with the high-resolution audio codec.
Post-certification, manufacturers are required to maintain compliance with LDAC standards. This involves ongoing support and potential updates to ensure continued optimal performance as the LDAC technology evolves. Sony may conduct periodic reviews or require recertification for major product updates to maintain the integrity of the LDAC ecosystem.
The LDAC certification process plays a vital role in maintaining the quality and consistency of LDAC-enabled devices across the market. It ensures that consumers can trust in the performance and compatibility of LDAC-certified products, fostering a robust ecosystem for high-resolution audio experiences.
LDAC Interoperability Issues
LDAC interoperability issues present significant challenges in the realm of high-resolution audio production. These issues primarily stem from the proprietary nature of the LDAC codec, developed by Sony, and its limited adoption across different devices and platforms.
One of the main interoperability concerns is the lack of widespread support for LDAC in non-Sony devices. While LDAC has been made available to other manufacturers through the Android Open Source Project (AOSP), many devices still do not incorporate this codec. This creates a fragmented ecosystem where high-resolution audio content encoded with LDAC may not be playable on all devices, limiting its reach and utility.
Another issue arises from the varying implementation of LDAC across different devices and software platforms. Even when LDAC is supported, discrepancies in how it is implemented can lead to inconsistent audio quality or playback issues. This variability can be particularly problematic for audio professionals who require consistent and reliable performance across different playback systems.
Compatibility with existing audio production workflows and software is also a significant concern. Many industry-standard digital audio workstations (DAWs) and audio editing software do not natively support LDAC encoding or decoding. This lack of integration can complicate the production process, requiring additional steps or third-party tools to work with LDAC-encoded content.
The closed nature of LDAC's source code further exacerbates interoperability issues. Unlike open codecs, developers cannot freely modify or optimize LDAC for specific use cases or hardware configurations. This limitation can hinder innovation and customization in audio production environments that require fine-tuned control over codec behavior.
Cross-platform compatibility is another area where LDAC faces challenges. While Android devices may support LDAC, other major platforms like iOS and Windows do not natively include LDAC capabilities. This platform divide creates barriers for content creators and consumers who work across multiple operating systems or devices.
Lastly, the interaction between LDAC and other Bluetooth audio codecs can lead to interoperability issues. In scenarios where a device supports multiple codecs, the negotiation process between source and receiver may not always prioritize LDAC, even when it's the highest quality option available. This can result in suboptimal audio quality if a lower-quality codec is selected instead.
Addressing these interoperability challenges is crucial for the wider adoption and seamless integration of LDAC in high-resolution audio production workflows. Efforts to standardize LDAC implementation, expand device support, and improve cross-platform compatibility will be key to overcoming these obstacles and realizing the full potential of LDAC in professional audio environments.
One of the main interoperability concerns is the lack of widespread support for LDAC in non-Sony devices. While LDAC has been made available to other manufacturers through the Android Open Source Project (AOSP), many devices still do not incorporate this codec. This creates a fragmented ecosystem where high-resolution audio content encoded with LDAC may not be playable on all devices, limiting its reach and utility.
Another issue arises from the varying implementation of LDAC across different devices and software platforms. Even when LDAC is supported, discrepancies in how it is implemented can lead to inconsistent audio quality or playback issues. This variability can be particularly problematic for audio professionals who require consistent and reliable performance across different playback systems.
Compatibility with existing audio production workflows and software is also a significant concern. Many industry-standard digital audio workstations (DAWs) and audio editing software do not natively support LDAC encoding or decoding. This lack of integration can complicate the production process, requiring additional steps or third-party tools to work with LDAC-encoded content.
The closed nature of LDAC's source code further exacerbates interoperability issues. Unlike open codecs, developers cannot freely modify or optimize LDAC for specific use cases or hardware configurations. This limitation can hinder innovation and customization in audio production environments that require fine-tuned control over codec behavior.
Cross-platform compatibility is another area where LDAC faces challenges. While Android devices may support LDAC, other major platforms like iOS and Windows do not natively include LDAC capabilities. This platform divide creates barriers for content creators and consumers who work across multiple operating systems or devices.
Lastly, the interaction between LDAC and other Bluetooth audio codecs can lead to interoperability issues. In scenarios where a device supports multiple codecs, the negotiation process between source and receiver may not always prioritize LDAC, even when it's the highest quality option available. This can result in suboptimal audio quality if a lower-quality codec is selected instead.
Addressing these interoperability challenges is crucial for the wider adoption and seamless integration of LDAC in high-resolution audio production workflows. Efforts to standardize LDAC implementation, expand device support, and improve cross-platform compatibility will be key to overcoming these obstacles and realizing the full potential of LDAC in professional audio environments.
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