Category: Audio

  • Yandex Launches Yambda: Open-Source Music Recommendation Dataset

    Yandex Launches Yambda: Open-Source Music Recommendation Dataset

    Key Takeaways

    1. Yandex has launched the open-source Yambda dataset to provide insights into music listener preferences for building a streaming audio service similar to Spotify.

    2. The dataset includes detailed recordings of 4.79 billion user interactions with 9.39 million music tracks over ten months from 28 million monthly Yandex Music users.

    3. Yandex aims to use the dataset for AI-driven playlist customization, unlike other platforms that keep their algorithms private for competitive advantage.

    4. The Yambda dataset is available for download in different sizes: 5 billion, 500 million, and 50 million events, with the largest needing at least 85 GB of storage.

    5. The dataset is formatted in Apache Parquet, allowing for easier analysis and research, and can be accessed on HuggingFace.


    Yandex has announced the launch of its open-source Yambda dataset, which provides insights into music listener preferences. This dataset aims to help build a streaming audio service akin to Spotify, featuring AI-driven playlist customization.

    Playlist Creation with AI

    Platforms such as Spotify, Tidal, and Qobuz utilize software algorithms or AI technologies to generate playlists tailored to individual user tastes. However, these companies typically keep their codes and models under wraps, viewing their ability to automatically curate enjoyable song selections as a valuable trade secret that contributes to their competitive edge.

    Extensive Data Collection

    Over a span of ten months, Yandex collected data consisting of 4.79 billion user interactions with 9.39 million music tracks from its 28 million monthly Yandex Music users. This dataset encompasses crucial feedback from listeners, detailing their listening choices, as well as their preferences and aversions. Each interaction is recorded with a timestamp for better accuracy.

    Dataset Availability

    The Yambda dataset is available for download in various sizes: five billion (1 million users), five hundred million (100,000 users), and fifty million (10,000 users) events, with the largest dataset needing a minimum of 85 GB storage. It is formatted in Apache Parquet, a column-oriented file format that simplifies analysis and research.

    Readers can also consider gifting a Spotify gift card to share the joy of streaming music.

    Yambda can be found at HuggingFace, as noted in the Yandex press release.

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  • Realme Buds T200: Affordable Earbuds with 50 Hours Battery Life

    Realme Buds T200: Affordable Earbuds with 50 Hours Battery Life

    Key Takeaways

    1. Realme Buds T200 launched in China with an introductory price of CNY 129 (approximately $18).
    2. Impressive battery life of up to 50 hours and noise cancellation capability reducing noise by up to 32 dB.
    3. Equipped with a 12.4 mm driver, titanium plating, and supports LDAC audio codec for Hi-Res sound quality.
    4. Features low-latency mode (45 ms) for gaming and uses Bluetooth 5.4 for connectivity.
    5. Additional features include AI call reduction technology, IP55 rating for dust and water resistance, and available in four colors.


    Realme has launched a new set of wireless earbuds in China, named the Buds T200. These noise-canceling earbuds come with an introductory price of CNY 129, which is roughly $18, and they are loaded with features. A key highlight is their impressive battery life, which is claimed to last up to 50 hours.

    Noteworthy Features

    Another significant aspect of the Realme Buds T200 is their noise cancellation capability, which is reported to reduce noise by up to 32 dB. While this figure is a bit lower than that of the newly released OnePlus Buds 4, Realme offers these at a more budget-friendly price.

    Sound Quality

    Regarding sound performance, Realme mentions that the Buds T200 come with a 12.4 mm driver that features titanium plating and a sizable dynamic coil. They support the LDAC audio codec, boasting a Hi-Res Gold Label sound quality.

    There’s also a low-latency mode that reportedly lowers connection latency to 45 ms, making them great for gaming. On the connectivity front, the Realme Buds T200 use Bluetooth 5.4, although the company has not confirmed if they support LE audio.

    Additional Features

    Additional highlights include AI call reduction technology for clearer voice calls and an IP55 rating for dust and water resistance. According to a recent teaser, these wireless earbuds will be offered in four colors: green, black, white, and purple. They are set to launch on May 29 in China, and Realme has not yet shared any information about international availability or pricing.

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  • Avoit and Hyde Launch WA-J1 Triple-Driver Headphones

    Avoit and Hyde Launch WA-J1 Triple-Driver Headphones

    Key Takeaways

    1. The Avoit WA-J1 headphones feature a unique mix of piezo, planar, and dynamic drivers for high-resolution sound and 3D spatial audio support.
    2. They support Hi-Res Audio playback with Bluetooth 5.3 and the LDAC codec, along with the LC3 codec for superior music quality.
    3. The headphones have an impressive battery life of up to 140 hours and can be recharged in three hours via USB-C; they also support 3.5 mm wired connections.
    4. The limited-edition WA-J1-666 model includes Hyde-themed packaging, unique artwork, and sound tuning for enhanced rock tracks, alongside voice guidance from Hyde’s recordings.
    5. The standard WA-J1 is priced at 39,600 yen (~$273), while the WA-J1-666 is priced at 46,260 yen (~$319), both available for pre-order on the Avoit website.


    Avoit and J-Pop singer Hyde have teamed up to create the WA-J1 triple-driver over-ear headphones. These headphones utilize a mix of piezo, planar, and dynamic drivers in each ear, ensuring vivid high-resolution music playback along with support for 3D spatial audio. Additionally, their hybrid active noise cancellation system uses four microphones to effectively reduce background noise.

    Audio Quality and Connectivity

    The headphones are capable of Hi-Res Audio playback via multipoint Bluetooth 5.3 connections using the LDAC codec. They also support the new LC3 codec, which provides superior music quality compared to the more common SBC and AAC codecs, both of which are also supported.

    Battery Life and Connectivity Options

    With an internal battery life that lasts up to 140 hours, the headphones can be fully recharged in three hours with a USB-C power source. Users can also connect them to audio devices through a standard 3.5 mm headphone cable.

    Special Edition and Pricing

    The limited-edition WA-J1-666 model comes in Hyde-themed packaging and features unique artwork of a red snake and cross. Hyde’s voice recordings are incorporated for the headphone voice guidance. The sound is specially tuned to highlight Hyde’s rock tracks, delivering strong bass and clear vocals.

    The Avoit WA-J1 is priced at 39,600 yen (~$273) and can be pre-ordered at a discounted price of 35,640 yen (~$246) for shipments in July. The WA-J1-666 is priced at 46,260 yen (~$319) and is available for pre-order for September delivery. Both models can be pre-ordered through the Avoit website. After launch, the WA-J1 will also be sold on the Avoit store on Amazon Japan.

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  • DJI Mic 3 Leaked Details: New Hardware Coming Soon

    DJI Mic 3 Leaked Details: New Hardware Coming Soon

    Key Takeaways

    1. DJI is reportedly working on new drones, including the Avata 3, Mini 5 Pro, and Neo 2.
    2. The company may soon introduce new products in its Osmo line, specifically the Osmo Pocket 4 and Osmo Nano.
    3. DJI is planning to update its microphone lineup, potentially replacing the older Mic 2.
    4. The new DJI Mic 3 has been listed on the FCC website, indicating it will come with a new charging case.
    5. The Mic 3 Receiver is expected to feature a small squircle-shaped display and is likely to launch by late October.


    There have been lots of talk about DJI working on new drones recently. In short, some early information about the Avata 3, Mini 5 Pro, and Neo 2 has surfaced online over the past few days. At the same time, it seems that DJI might soon add to its Osmo line with the Osmo Pocket 4 and Osmo Nano.

    New Microphone on the Horizon

    It appears that DJI is also getting ready to update its microphone lineup. Just to remind you, the company launched the Mic Mini last winter (curr. $59 on Amazon) as a more affordable option compared to the existing Mic 2. Early signs indicate that DJI is looking to replace the Mic 2, which isn’t surprising considering how long it has been around.

    FCC Listings and Features

    At the moment, the DJI Mic 3 has only been spotted on the Federal Communications Commission (FCC) website. As usual, the regulatory agency hasn’t disclosed many specifics just yet. That said, it has confirmed that the Mic 3 Receiver will come with a new charging case. Furthermore, the FCC documents suggest that DJI’s Receiver will feature a small squircle-shaped display. Additionally, the regulatory body hints that the DJI Mic 3 package is set to officially launch by autumn, likely by late October.

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  • Hisense Unveils Devialet Audio Upgrade for Home Theater Systems

    Hisense Unveils Devialet Audio Upgrade for Home Theater Systems

    Key Takeaways

    1. Hisense is collaborating with Devialet to enhance audio quality in home theater products.
    2. Selected Hisense products will feature a unique “Tuned by Devialet” certification.
    3. The 2025 Hisense TV lineup includes models with built-in sound systems and Dolby Atmos support.
    4. The Hisense HT Saturn wireless sound system will also be “Tuned by Devialet,” offering a powerful surround sound experience.
    5. The upcoming L9Q Laser TV will feature a high-end sound system, available for pre-order at $5,999.99.


    Hisense has revealed a new collaboration with Devialet, which aims to offer top-notch audio experiences to users of its home theater products. Devialet, a high-end French audio tech company, was established in 2007 and has since introduced devices like the Gemini II Wireless Earbuds, currently priced at $499 on Amazon.

    Exclusive Certifications

    Several Hisense products will be labeled with a “Tuned by Devialet” certification, which is claimed to be unique. Nonetheless, there are other products that also carry this certification, such as the Sharp HT-SBW53121 and HT-SBW55121 soundbars.

    Upcoming TV Models

    Among the 2025 TV lineup, the Hisense 65U7Q Pro and 65U8Q ULED MiniLED TVs will feature the “Tuned by Devialet” branding. These 65-inch televisions come with built-in 2.1.2-channel and 4.1.2-channel sound systems, respectively, and both support Dolby Atmos. Hisense claims that, when combined with features like the 165HZ Game Mode Ultra, these TVs are poised to provide an engaging gaming experience.

    Wireless Sound System

    The Hisense HT Saturn, a wireless home theater sound system, will also be certified as “Tuned by Devialet.” This system includes 4.1.2-channel speakers that deliver a surround sound experience with a total output of 720 W and also offers Dolby Atmos support. Customers in the US can pre-order this model at the Hisense online store for $1,299.99.

    Future Launch

    Lastly, the upcoming L9Q Laser TV from Hisense, set to be released later in 2025, will also be “Tuned by Devialet.” This projector features a built-in 6.2.2 channel sound system, and the Opéra de Paris Devialet tuning is said to offer “an unparalleled acoustic experience.” The Hisense L9Q is available for pre-order in the US at a price of $5,999.99.

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  • Soundcore P41i: New ANC Earbuds with Powerbank and Reverse Charging

    Key Takeaways

    1. Anker has launched the Soundcore P41i as a more affordable alternative to the Liberty earbuds, featuring active noise cancellation (ANC).
    2. The P41i earbuds offer 12 hours of battery life with ANC off and 10 hours with ANC on.
    3. The charging case extends total usage time to 192 hours and can charge other devices at 10 W using a built-in Type-C cable.
    4. Key features include five adjustable ANC levels, six microphones, 11 mm drivers, Bluetooth 5.3, IPX5 water resistance, and rapid pairing.
    5. The P41i is priced at £79.99 in the UK and will launch at $89.99 in the US, with potential availability in other regions.


    After introducing the Liberty just five weeks ago as a high-end option in their product range, Anker has quietly launched the Soundcore P41i, which serves as a more affordable ANC alternative. The P41i is likely positioned alongside the P40i, yet it stands out as a very different device.

    Key Features of the P41i

    The Soundcore P41i is promoted as a pair of wireless earbuds that come with a built-in phone charger, reducing the necessity for carrying a powerbank. These earbuds reportedly offer 12 hours of usage with ANC disabled and about 10 hours when ANC is activated.

    Impressive Charging Case

    However, the real highlight here is the case, which can extend the total usage time to an astounding 192 hours, thanks to its robust 3,000 mAh battery. Moreover, this case doubles as a powerbank, capable of charging other devices at 10 W through an integrated Type-C cable. Anker claims that this should be sufficient to charge an iPhone 16 Pro to 50% and a Galaxy S24 to 45%.

    Beyond its unique case and charging capabilities, the P41i is a decent yet unremarkable device. It offers ANC with five adjustable levels and three different modes. Additional features include six built-in microphones, 11 mm drivers, multi-point connectivity through Bluetooth 5.3, IPX5 water resistance rating, and rapid pairing capability.

    The Soundcore P41i earbuds are available on the Soundcore UK website for £79.99. They are anticipated to launch in the US market for $89.99 soon, and there’s a good chance they will also be offered in other regions later on.

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  • Lenovo ThinkPlus LP70 Pro: Affordable Headphones with Touchscreen Case

    Lenovo ThinkPlus LP70 Pro: Affordable Headphones with Touchscreen Case

    Key Takeaways

    1. Lenovo’s new TWS earbuds feature a touchscreen charging case that offers functions like playback management, volume adjustment, and alarm setting.
    2. The charging case allows users to customize wallpapers and access an equalizer with presets for five music genres.
    3. The earbuds support 360-degree spatial audio and have a gaming mode to reduce latency, with a total battery life of 30 hours using the charging case.
    4. The ThinkPlus LP70 Pro earbuds provide four hours of battery life on a single charge and include Environmental Noise Cancellation (ENC) for calls.
    5. Priced at $145, the earbuds currently lack silicone ear tips and active noise cancellation, and their global release date is yet to be announced.


    Lenovo has just launched its new TWS earbuds, which are similar to the JBL Live Beam 3, priced at $145 on Amazon. What sets Lenovo apart is its charging case that comes equipped with a touchscreen. This case offers a wide range of functions compared to what JBL provides. Not only can users manage playback, adjust volume, and take calls, but it also allows for setting alarms, displaying battery life, current time, and even playing a loud sound through the earbuds to assist in finding them.

    Personalization Options

    In addition, Lenovo has included a variety of wallpapers that can be used to customize the lock screen of the touchscreen. Users can also access the equalizer directly through the charging case, with Lenovo providing presets tailored for five distinct music genres. For those who prefer more control, the dedicated smartphone app allows complete adjustment of the earbuds’ settings. It is worth noting, however, that the ThinkPlus LP70 Pro does not include silicone ear tips or active noise cancellation, which means users will still hear surrounding sounds.

    Audio Features

    On the brighter side, the LP70 Pro wireless earbuds do support 360-degree spatial audio and come with a gaming mode that reduces latency. Lenovo claims that the earbuds offer a total battery life of 30 hours when used with the charging case, while the earbuds themselves provide four hours on a single charge. Additionally, these headphones are compatible with Bluetooth 5.4, though Lenovo has not clarified which Bluetooth codecs they support. They do include Environmental Noise Cancellation (ENC) to help minimize background noise during phone calls.

    The Lenovo ThinkPlus LP70 Pro earbuds are currently available in China for ¥159, which is roughly $22. There has been no news yet regarding when they might be released globally.

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  • Soundcore Sleep A30: Anker Launches Wireless ANC Earbuds with Snore Detection

    Soundcore Sleep A30: Anker Launches Wireless ANC Earbuds with Snore Detection

    Key Takeaways

    1. Anker’s new Sleep A30 headphones are designed for nighttime use, focusing on comfort during sleep.
    2. The Sleep A30 features two sensors to detect surrounding noise and offers adaptive or active noise cancellation (ANC) options.
    3. The charging case can detect snoring sounds, helping users block out noise from partners.
    4. The headphones will launch on June 16 via Kickstarter, with early backers eligible for a $90 discount.
    5. Snoring can indicate health problems, but the Sleep A30 earbuds do not address these health issues.


    Anker has a large range of products, which includes headphones, many of which fall under the Soundcore brand. The latest addition is the Sleep A30, a new headphone model designed specifically for nighttime use. These earbuds, as the name implies, are crafted for comfort during sleep and feature compact, yet robust drivers, according to Anker.

    Features and Functionality

    Additionally, the Sleep A30 comes with two sensors that can pick up surrounding noise. The main aim of these headphones is to block out the sound of a partner’s snoring when sharing a bed. Users have the option to switch between adaptive or active noise cancellation (ANC), or they can disable it to use just the passive noise isolation. Anker also mentions that the charging case has the ability to detect snoring sounds.

    Launch and Pricing

    The new wireless earbuds are set to debut on June 16 via Kickstarter. This seems like a clever preorder strategy, as Anker probably doesn’t need outside funding for these Soundcore headphones. Thus, the financial risk for backers should be minimal. Those who pledge early might enjoy a discount of $90. It is essential to remember that snoring is not merely a nuisance; it can also be a sign of health problems, which these earbuds will not address. For those interested, the previous model, the Soundcore A20, is currently priced at $179 on Amazon.

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  • TCL Z100 Surround Speakers: Place Anywhere with Dolby Atmos FlexConnect

    TCL Z100 Surround Speakers: Place Anywhere with Dolby Atmos FlexConnect

    Key Takeaways

    1. TCL’s smart TVs (QM8K, QM7K, QM6K) will receive Dolby Atmos FlexConnect support via software update.
    2. Dolby Atmos FlexConnect allows built-in speakers to connect with surround sound speakers placed anywhere in a room for optimal sound.
    3. TCL introduces Z100 speakers, compatible with Dolby Atmos FlexConnect, which can wirelessly connect to the supported smart TVs.
    4. Users can pair up to four Z100 speakers and a Z100-SW subwoofer for a surround sound experience equivalent to a 7.1.2-channel setup.
    5. The Z100 speakers will launch in China for ¥1,499 (around $210) with a worldwide release expected in summer 2025.


    TCL recently made an announcement that certain smart TVs, like the QM8K, QM7K, and QM6K, will receive support for Dolby Atmos FlexConnect through a software update. This new feature enables the built-in speakers to connect with compatible surround sound speakers, which can be set up anywhere in a room and will automatically adjust for optimal sound.

    Greater Flexibility in Setup

    Unlike conventional surround sound systems, these speakers can be placed without strict positioning requirements. This feature provides home theater enthusiasts with increased flexibility, allowing them to begin with one or two speakers and gradually enhance their audio setup over time. To aid in this, TCL is introducing the Z100 speakers, which are compatible with Dolby Atmos FlexConnect and can wirelessly connect to the supported smart TVs. Users are able to pair up to four of these speakers and include a Z100-SW subwoofer that delivers 130 watts of power.

    Specifications of the Z100 Speakers

    Each TCL Z100 speaker comes with a woofer, a front-firing tweeter, and an up-firing driver. When combined, four Z100 speakers along with the TV’s built-in speakers can create a surround sound experience equivalent to a 7.1.2-channel setup. As Dolby Atmos FlexConnect is initially available only on TCL devices, it may take a few months before this adaptable surround sound feature is introduced on TVs from other brands.

    The TCL Z100 speakers will first be available in China, with a price tag of ¥1,499 (approximately $210). A worldwide release is expected in the summer of 2025, however, specific pricing information or a confirmed launch date is yet to be disclosed at this time.

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  • World’s First Pixel-Based Sound-Emitting OLED Display Created

    World’s First Pixel-Based Sound-Emitting OLED Display Created

    Key Takeaways

    1. POSTECH researchers developed the first “pixel-based local sound” OLED panel, allowing each pixel to act as a speaker.
    2. Ultra-thin piezoelectric exciters are used to create localized sound without crosstalk, resolving common audio interference issues.
    3. Acoustic optimization techniques, including specially tuned frame structures, improve sound quality and reduce distortion.
    4. The innovation maintains a slim design while delivering accurate spatial audio, suitable for tablets, laptops, and car dashboards.
    5. There is currently no information on the availability or pricing of this technology for consumer products.


    Researchers from Pohang University of Science and Technology (POSTECH) have introduced the first “pixel-based local sound” OLED panel, which incorporates audio playback directly on the display surface. A 13-inch prototype—similar in size to tablet and laptop displays—shows how every pixel can function as an individual speaker, forming a multichannel array without needing external drivers.

    Innovative Sound Management

    Led by Professor Su Seok Choi along with Ph.D. student Inpyo Hong, the team has installed ultra-thin piezoelectric exciters underneath the OLED layers. These exciters transform electrical signals into localized vibrations, enabling distinct sounds to come from specific areas of the screen while maintaining a slim profile. Since each emitter is separate, sound from one section does not interfere with nearby areas, resolving the crosstalk issue commonly seen in many display-speaker designs.

    Acoustic Optimization Techniques

    To manage these vibrations, the researchers incorporated frame structures that are finely tuned for shape, size, and material impedance. These frames help to contain acoustic energy in specific zones, enhance the frequency response, and reduce total harmonic distortion across a wider range. Long-term evaluations demonstrated consistent sound-pressure levels even with variations in input voltage and listening distance, indicating that the design is ready for commercial production.

    Potential for Market Integration

    Differing from past display-speaker hybrids, the POSTECH innovation preserves the slim design that is highly valued in OLED products while delivering accurate spatial audio. The successful demonstration of the 13-inch prototype points to an easy integration into current manufacturing processes for tablets, laptops, and car dashboards.

    Currently, the team has not provided any information regarding timelines or pricing. It remains unclear when, or if, this pixel-level sound technology will become available in everyday gadgets.

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