Recommended Components Fall 2023 Edition Computer Software & Signal Processors

Computer Software:

Channel D Pure Music software: $129
Pure Music (Mac only) can play sampling rates of up to twice the 192kHz limit of Amarra and Decibel. Like those programs, Pure Music (Mac only) offers memory play, automatic sampling-rate changes, and full compatibility with native FLAC files and in its latest version, DSD files. Going from iTunes to Pure Music, the sonic improvement was modest but worthwhile, with cleaner trebles and improved pitch certainty. Compared with the less expensive Decibel, however, Pure Music lacked some openness and clarity, decided AD. Using Pure Music in its Memory Play and "Hog Mode" settings for optimal sound quality resulted in a wider soundstage and greater sense of ease, said JA. Important caveat: Pure Music will only work on computers running Mac OS 10.14 (Mojave) or older.; an update for newer Macs has been in the works for years. A free, 15-day trial version can be downloaded from www.channel-d.com. Included with Channel D's Pure Vinyl Version 3.0. (Vol.33 No.8, Vol.34 Nos.7 & 9 WWW)

Channel D Pure Vinyl LP ripping software: $379 ★
Used with a microphone preamp or non-RIAA phono preamp, Channel D's Pure Vinyl digitizes vinyl LPs at 24-bit/192kHz resolution and applies the RIAA or other EQ curves in the digital domain, where there's no interchannel phase shift, capacitor distortion, additional noise, or component variability. Record mode allows the user to apply over 50 EQ curves or create custom EQ settings; Editor mode allows the user to insert track breaks or remove surface noise. CDs made with Pure Vinyl sounded "much better" than those made with the Alesis Masterlink, said MF. Compared to the original LPs, the digitized versions lacked a touch of body but sounded "very analog-like." Compatible only with Apple Macintosh computers. Version 3.0 and later includes Channel D's Pure Music front-end program for iTunes. "Pure Vinyl will change the musical lives of collectors with large collections of pre-1954 discs," said MF. JA was impressed by Version 5's RIAA de-emphasis with LPs that had been ripped with the Channel D Seta L phono preamp's Flat outputs. (Ver.5 was not yet compatible with macOS 15/Catalina in the fall of 2020.) Channel D's Rob Robinson strongly advises recording at 192kHz—"Pure Vinyl was designed and optimized with that sample rate in mind (back in 2003!)" he told JA—but for monitoring the recording in real time, the playback D/A converter must be sample-synchronous with the A/D converter. (Robinson recommends the Lynx HiLo, an MF fave, for that reason.) "To say that I was impressed with the quality afforded needle drops by Pure Vinyl would be an understatement," concluded JA. "While the user interface is not as intuitive as I would like, the versatility on offer is extraordinary." Important caveat: Pure Music will only work on computers running Mac OS 10.14 (Mojave) or older.; an update for newer Macs has been in the works for years. (Vol.32 No.3; Ver.3.0, Vol.33 No.8; Ver.5, Vol.43 No.11 WWW)

Dirac Live Room Correction: $349 stereo license, $499 multichannel license ★
Sound quality, of course, is dependent on the hardware in the system, wrote KR, about the original Dirac Live, an app that runs without external processors on Macs or PCs. But its acoustic transformation capabilities are well beyond what is built into most processors, he wrote. Live 3 allows the user to measure the system's in-room response, then generates the necessary correction filters. The Dirac Live Processor then applies the filter corrections to music as it plays. In PCs (Windows 10 and above) and Macs, it can be installed as a plug-in or as a regular application. JRiver, Audirvana Studio, Amarra, and most DAWs support it as a plug-in. Roon does not. KR continued his recommendation for the app, writing that with Dirac "I hear no loss of transparency; rather, I hear more transparency due to the removal of distracting artifacts." Live 3 also includes Dirac Live Bass Control, which KR tried in beta form. He found that "Full Bass Optimisation resulted in much better integration of the subs with each other and with the main speakers—to the point where the subs disappeared but the main speakers seemed to have prodigious low-frequency extension and control." (Vol.37 No.5, Vol.44 No.10 WWW; also see JA's discussion of Dirac Live LE in his review of the NAD M10 integrated amplifier in Vol.43 No.1 WWW)

JRiver Media Center: $69.98 (single platform); $89.98 (multi-platform)
KR wrote in the January 2018 Stereophile: "If your [JRiver Media Center] setup is working to your satisfaction, there's no need for you to download every new build." Really. No need at all. But, having said that...the 64-bit Windows version of Music Center became available in September 2017, and KR reported that it's better, stronger, and faster than the 32-bit version: "Since installing the 64-bit version of JRiver Music Center 23, I have heard not a single burp." $79.98 for a "Master" License covering Linux, Windows, and MacOS. (Vol.41 No.1 WWW)

Roon Labs v 2.0: $14.99/month, $149.88/year, $829.99/lifetime
Roon is a music-playback application that can be downloaded and run on the user's desktop or handheld computer or on dedicated file players from manufacturers including Auralic, dCS, Linn, and Roon's own Nucleus and Nucleus+. Described by JI as "a tour de force of programming, design, and metadata mining," Roon offers a graphically sophisticated user interface that, he said, looks good and feels natural. When first installed, Roon scans and incorporates the user's existing music collection. Over time, it continues to "groom" that collection, taking into account new additions to the collection and to Roon Labs' ever-growing library of metadata. With v1.8, Roon offered a major revision. "Visually, it's new, and to me, better," wrote JCA. The recommendations engine, Valence, has been improved, with useful changes to the Focus feature, which now encompasses streamed music from Tidal and Qobuz#151;not just music in the user's library. "The music I own and the music I rent is now one big, searchable, browsable library," enthused JCA. Recently added: mobile capability via Roon ARC, essentially your own custom streaming service on your smart phone. Even more recently, Roon added customizable audio on the go via MUSE: custom EQ, crossfeed, volume leveling, even user-adjustable sample-rate conversion. JCA loves the signal-path display, which lets you know at a glance exactly what you're listening to. JA is also a fan and sprung for the lifetime subscription. (Vol.44 No.5 WWW)

Signal Processors:

A+:

Chord Hugo M Scaler: $5650
The Chord Hugo M Scaler is a digital processor but not a digital-to-analog processor, its purpose being the upsampling—referred to in the UK as upscaling—of incoming data. When connected to a Chord DAC via BNC connectors, the M Scaler can upsample up to 705.6kHz or 768kHz, but with non-Chord DACs the upper limits become 176.4kHz and 192kHz. (In all cases, incoming DSD data is converted to PCM, with a 6dB reduction in level.) JA used the M Scaler with Chord's DAVE D/A processor, and with his own PS Audio and Mark Levinson DACs. In all cases, but especially with the DAVE, upsampling via the M Scaler offered such improvements as "more image depth, an increased sense of drive, and even more clarity." That said, owing to the fact that the M Scaler is "relatively expensive," JA recommends auditioning it with your DAC of choice "before getting out the credit card." (Vol.43 No.3 WWW)

A:

Accuphase DG-68 Digital Voicing Equalizer: $24,000
See "Digital Processors."

AudioPraise VanityPRO HDMI audio extractor: $1599
The VanityPRO extracts a digital audio signal from the HDMI stream and offers several options for processing and outputting the extracted audio for playback on a high-quality audio system. KR appreciated the opportunity to apply DSP, channel-level adjustments, active crossovers, and room correction while playing discs, without redundant D/A–A/D conversion. "It's a pleasure to run DiracLive—to balance channels and compensate for room acoustics—not just with files but also while playing discs," he wrote. KR's review sample was fitted with four AES3 (XLR) stereo outputs supporting up to eight channels of audio. The multichannel version is also available with four electrical S/PDIF outputs with either RCA or BNC connectors. The stereo version, which costs the same, comes with AES3, S/PDIF over RCA, and TosLink—one of each. (Vol.45 No.5 WWW)

GeerFab Audio D.BOB (Digital BreakOut Box): $999
"This unique device is a solution to a problem that previously couldn't be solved," wrote KR. The GeerFab D.BOB digital breakout box takes a universal player's HDMI output and with SACDs, extracts two-channel DSD data from the HDMI audio stream, and outputs DoP (DSD-over-PCM) via RCA and TosLink S/PDIF connectors. GeerFab assures users that this implementation is both legal and compatible with HDMI 1.4b and HDCP 1.4. JA's measurements confirmed that the D.BOB's output was bit-perfect—ie, the bits it outputs via S/PDIF are the same as those sent to it via HDMI. (Vol.43 No.5 WWW)

B:

Denafrips Gaia D/D reclocker: $1820
The Gaia takes in digital signals through its USB, S/PDIF (including optical TosLink and RCA electrical), or AES3 inputs, buffers them, and reclocks them with the same OCXO clock used in the Terminator Plus. Perhaps because of this similarity, HR found that the Gaia gave only a small improvement when used with the Terminator Plus: "The Gaia's positive effect on the density and clarity of sound...was smaller and less music-enhancing than I expected." With the Gaia inserted (USB in, coax out) between his Roon Nucleus+ and the Terminator Plus, he wrote that "clean and resolved" became a tiny bit more "grainless and sanitary." But that was all. (Vol.45 No.5 WWW)

Nordost Qnet Network Switch: $3199.99
The QNet is a layer-2 Ethernet switch with, Nordost says, "five ports designed from the ground up with high-end audio performance and an extremely low noise operation in mind." JVS initially used the supplied 9V, switch-mode wall wart with the QNet, but then substituted the optional QSource power supply. JVS summed up his experience of the QSource-powered QNet, both of which he subsequently purchased, by writing "I'll simply say that it is now much easier to follow each line in even the most complex passages of Mahler or Strauss and to understand, musically, the reasons behind the complexity. Thunderous organ now resonates strongly, without inappropriate boom. Tonal color inside my music room is beyond acid-rush intensity." (Vol.45 No.10 WWW)

COMMENTS
creativepart's picture

Does Stereophile ever question the validity of this twice a year list? Perhaps it really helps with newsstand sales, but I've come to dread it's release twice a year. First, there are the stupidly priced A+ turntables all reviewed by one staffer that's been gone for quite some time. The entire A+ section will go away with "not tested in a long time" and rightly so.

Some items are ranked by full reviews with testing and others are just columnists saying - highly recommended - at the end of their monthly column. And those items are many times totally out of the mainstream of the product marketplace.

And, while price doesn't indicate quality, it is so jarring to see $500 products achieve the exact same ranking (A or B usually) along side $15,000 products.

I'd love to see you folks test more of the items people are buying in fairly large numbers everyday... even though they don't have the same 5 popular distribution partners or those that advertise in the magazine. No, I'm not saying it's pay to play. But MoFi Distributing buys a lot of ads, it's friends with staffers and routinely gets their products reviewed. It's not payola, but it is a symbiotic relationship.

I'd recommend you scrap the listing and retool the whole thing - and put some thought into how and why you test the products you test.

tenorman's picture

Very objective , well written and fair . You’ve made some great suggestions . Thank you

HeadScratcher's picture

I too recommend scrapping the current format for a complete retooling of a listing that isn't so time lapse convoluted...

Glotz's picture

Creativepart is mincing words to that they fail to commit to... They are saying it's pay to play in no uncertain terms and views their listings with mistrust. To imply MoFi has a friendly relationship is complete conjecture and Stereophile does not make nor position themselves as a symbiotic relationship with any manufacturer or distributor. If they get their product reviewed, it's because a reviewer saw or heard their product at a show, and anything else is implied BS. Rather, they hate MoFi for their lack of transparency about their debacle on digital masters, and want to see any association of Stereophile's behalf as condemnation of their own lack of transparency and veracity. That implication stinks like jaded political pundits grasping for correlated facts.

What CP is also implying directly is that he or she would like validation of their mainstream products purchased to be favorably reviewed (so they can feel good about their purchases of gear). It's generally opposed to what Stereophile does and any long term reader or subscriber would know that as gospel and the very reason the magazine exists on one level- to provide a review of one person's experience with a hard to find or less-investigated piece of gear. It is easy to find, learn and buy any mainstream piece of gear. I do think that should change a bit.

What is important is for Stereophile to review these mainstream audio products and compare against their audiophile offerings and EXPLAIN why they are different and (if) superior. That would be bring in more readers if the descriptions of well known products (vs. audiophile products) could be compared and contrasted well enough. This acts to bring real-world reference points to levels of sound quality that more non-audio dudes would understand.

I do not think this magazine is as good at comparisons (though understandable) as they used to be in the 80's and 90's (less HR and JA). Manufacturers don't like comparisons to their products because often the context is misunderstood by readers. Yes, almost all products in any category are vastly improved and the 80's performance points were much more obvious to hear and report about as negative or positive. Technology marching forward has changed that and leveled the playing field drastically. The fundamental design approaches of audiophile companies still focus on sound rather than ergonomics or functionality.

What should happen is to NOT name the product under comparison in the review but only use price as an indicator of quality vs. price in any comparison. That way readers can understand the product from a price perspective and not feel they have a field day crapping on the product that they 'KNEW was audiophile garbage'.

Side note- Other than subscribers, no reader should be allowed to make comments on this or the other sister websites. By way of omission of the subscribed investment, we will be able to separate the dross from water. I'm pretty sure there are a lot of other websites that do this outright, but I get that Stereophile wants to increase it's readership. Perhaps, this is actually a better way to do it. Require subscriptions for posting comments here and there (AP).

Jazzlistener's picture

high when you wrote this? Talk about verbal diarrhea. Creativepart made some good points. Although I do personally enjoy the Recommended Components feature, I too find it questionable (e.g. the Rega P3 makes it into Class C but none of their higher end tables can crack Class A? Pluh-ease. What I would really love to see is more system recommendations in Stereophile like in some of the British Hi-Fi mags, and at different price points.

Glotz's picture

But I was pissed a bit. Implied collusion ruffles my s***.

Great recommend on the system point you bring up. That should be a regular feature if they can create very different systems for each 'type' of listener. From there they could build on hybrids of system types involving tubes and solid-state, etc.

These rankings are just one reviewer judging a component in relation to their system. The Benchmark reviews come to mind- Certain people loved them, others not. There's massive nuance there and goes to the heart of preference thing- accuracy to source vs. myfi, vs. 'the absolute sound'.

They all need to fit somewhere into the classes here. It may be a hodge-podge like it is, but whatever. It just is.

The Belles vs. McCormack amp comparison from Sam Tellig (2000) comes to mind as well. The pursuit of accuracy vs. warmth and obscuration of detail lent the McCormack the nod and the higher rating for ST in Class A and the Belles to Class B. Same realm of performance and price (in my listening as well) but they don't share a rating. In more ways and in my lighter balanced system (at the time), I preferred the Belles.

I think dollar amounts do have play a part here as sometimes there are positives that 'overweigh' the subtractions to placement a certain class and could serve one particular group of listeners as a justification for a higher cost or greater perceived value.

Expensive modern tube power amps are a great examples. To get to a greater level of measurement and subjective performance to that of solid state one has to spend sometimes thousands more. The classes do need adjustments for a positive listening value like 'superb depth', even though there may be subtractions for other weaknesses.

I look at the classes as just a rough guide. I doubt that the Project DAC reviewed as Class A a few years back could compete with the top dollar DAC's like dCS, but I haven't heard the Project. I would think there is enough areas of merit to make Class A, but probably not as many facets of performance as the dCS or other pricey DACs.

Anton's picture

One of those turntable must surely be A++, no?

And some of that 'A' gear must really be 'A-.'

I think we should switch to the Moody's rating system...

Or, perhaps the Robert Parker 100 point scale.

Glotz's picture

lol.

RobertSlavin's picture

First let me say I heard the Raidho D2-1 speakers several years ago and was very impressed.

However, given how uneven the measured frequency response of the Raidho TD3.8 was in the Stereophile measurements, I question whether it should have even qualified for Class E if it were sold for $700. Instead, we find it recommended at Class A+ for $117,000.

It is generally acknowledged that there is a strong correlation between even measured frequency response and generally perceived speaker quality.

I realize that to get in A+ just one reviewer has to think that way. But it does raise my eyebrow.

Robert

Scintilla's picture

Despite my recent foaming-of-the-mouth and throwings-under-the-bus here, I do think there is value in the list each year. I have used Stereophile reviews and the list to both narrow my choices and to purchase goods based on a long-standing relationship with a reviewers words. Fremer might think me a random hater but I used his reviews to pick both a phono preamp, and a tonearm. I trusted my own ears to pick other parts of my system before glowing reviews appeared here. Assembling a modern, high-quality audio system is made much more difficult by the sheer number of products available, companies and general noise on the Internets. In the 80's we could go to a hifi salon and listen to products like the Robertson 4010 with some Soundlab A1's (made my neck hair stand up) and find Celestions with omni subs paired with Bedini or BEL amps. In this age, having a curated list to help people at least find products to seek is more valuable than ever. What it comes down to is whether you trust the ears that made the choices. And I do not trust all the new reviewers and neither should you. They haven't earned it yet.

Glotz's picture

Haven't you given a reason why you can't trust them?

Specifically why.

Scintilla's picture

Because they can't actually hear differences. I only trust Kal, JA1 and nobody else; maybe Herb; maybe but he's one of those I just write for pleasure guys. So why trust them? Because the rest of the new writers, including JA2 have not proved themselves over time. It's one thing to have a good review when many people agree. Why is JVS reveiwing the highest-end equipment like J10 did? WTAF does he really know about that gear other than his association with the magazine? Not much, actually. He's an amateur listener no more skilled than me. At least Fremer proved himself as a real arbiter of sound quality. I may not agree with his choices for equipment, but the man proved his prowess as a listener. Not so with the rest of these newbies. They can be indignant all they want to be but until they have a record of salient, quality reviews, they are nobodies... And this is Stereophile's big fail.

Glotz's picture

I wasn't trolling you- You didn't give reasons until now.

I thought these reviewers had enough experience at shows, with their own multi-thousand dollar systems and constantly refining their own craft by interviewing and working with manufacturers.

It would seem strange that a manufacturer or distributor installed-system would be anything less than successful playback, as they don't leave until they are satisfied. They certainly have the respect of manufacturers, dealers and distributors when I see them talk together at shows. (And if collusion ruled those relationships, we would see a different dynamic here.)

MF's system is real close in many ways to JVS' so what is the culprit?

Is it your perception of measurements don't match JVS' experiences? Or is that HR has a more observable scientific method by way of comparisons of gear that seems more transparent? Or the way either communicates their observations?

It just may be about the type of subjective tests that reviewers are performing that fails to bring one type of measurement to be audible. Classical music omits a ton of performance areas for review parameters. The component review may be really for classical lovers. I certainly don't read anymore into it if he isn't remarking on other music.

Yet I do see JA defending JVS' experiences in his measurements section in last month's Infigo review. No one seems to ever acknowledge or comment on those reasonable defenses- ever.

Thank you for your explanation no matter what.

ChrisS's picture

...from mine?

No problem!

creativepart's picture

I went to pains to explain I wasn't claiming payola. And, I'm still not. I'm saying that products with distributors are granted more reviews due to attendance at shows, relationships with editors, and just increased personal contact. Companies expect their distributors to represent their brand for them and to advertise their brand for them. And, that's what they do.

Reviewed products end up on the Stereophile Recommended Products list because of this greater exposure to Stereophile writers and editors.

When someone from a small equipment company calls an editor their call will not be answered as readily as a call from that nice rep you met at the Munich show and shared a beer with last year. It's how the business works.

And, everyone should know when a product is getting a review in a future issue the Ad Dept is made aware and sales people call to suggest an ad be placed in that same issue. It's not pay to play because the ad sale has nothing to do with the product review being printed. But companies recognize synergy when they see it.

Add to this that most reviewers seem to be in Urban areas that have the traditional HiFi Shop. Where the rest of the country only has internet forums and online reviews to audition various products.

My entire point is... the list is tilted, skewed toward bigger budget, higher priced gear that is professionally represented and that is not necessarily representative of the broader equipment marketplace, and what mainstream audiophiles are buying.

Jazzlistener's picture

“My entire point is... the list is tilted, skewed toward bigger budget, higher priced gear that is professionally represented and that is not necessarily representative of the broader equipment marketplace, and what mainstream audiophiles are buying.”

I do not begrudge any company that does a good job marketing itself, attending shows, building a presence in the industry, etc. That’s a lot of hard work and investment. There is a boutique speaker company in my home town that makes outstanding speakers, but the owner has steadfastly refused to show them off at shows, market them properly, or work with dealers. The result has been failure to grow his company or draw attention to his speakers. That’s on him. Stereophile is only one of myriad sources on the Internet where audio enthusiasts can find reviews on gear. Many other reviewers cover mainstream products. In fact, if you’re interested in a product you’d be hard pressed not to find a reasonably to excellent credible review on it.

ChrisS's picture

...shopping.

Does no one know how to do that anymore?

Yeesh!

Jean-Benoit's picture

It seems like an obvious thing to include, or else the reader is left to "manually" go looking for reviews of every component that piques his/her curiosity. Seems like a wholly unnecessary hassle for what is otherwise a really useful list.

CG's picture

Good suggestion!

I tried to search for the review of the Ayre VX-8. No luck, link or no.

John Atkinson's picture
CG wrote:
I tried to search for the review of the Ayre VX-8. No luck, link or no.

This review will be posted to the website on Friday. The other reviews in the new (October) issue will be posted over the next 10 days. (Stereophile gives priority to print subscribers.)

John Atkinson
Technical Editor/part-time web monkey

CG's picture

Ahh! Coming attractions, as they say. Fair enough, all around.

ChrisS's picture

The review for the EX is online...The new one should come up soon!

ednazarko's picture

Always stunned by how many people are compelled to tell the world at length how outraged they are about something online they don't like. Maybe insufficient joy in their lives? A lack of purpose? Afflicted with oppositional defiant disorder? I don't know. But if you think online comparison rankings of audio gear are a fruitless exercise, why read them? If you didn't read them, how can you have much of a useful opinion? Expressing outrage about something you refuse to read is mostly chest pounding and declaring superiority over the fools filling the world.

Don't like the comparison reviews? Really, just move on. Less rage hormones in your blood will extend your life span. Or raise money, buy the company, and show us your better ideas in action.

I enjoy reading through these comparison ratings. Don't agree with some, do agree with others. I've found over time that there are reviewers whose ears and preferences seem to match up with mine and others who don't. (In these twice yearly ratings, and in the ongoing reviews published.) These cyclical ratings and the ongoing reviews have been quite useful for me in trying and buying gear when living in a location that limits my ability to hear a lot of gear for myself.

Right now massively enjoying listening to Kingfish Live in London on my Okto stereo DAC, which I'd never have heard of without the review here, and would have never bought other than the reviewers were ones who's opinions and ears have matched with mine in the past, along with the wildly excellent measured performance. Through an old Anthem integrated that was well reviewed way long ago... and through B&W 702 speakers that got mixed reviews, but in the mix there were specifics that told me that they'd work well with my other components and in the large studio listening space I had. (And that I definitely needed the smattering of sound panels on the walls behind and to the side.)

Just because something pleases you not, or strikes you as ignorant and wasteful consumption of bits on the internet, doesn't mean that others don't find value and useful insights. Save your time and your cortisol and ignore the stuff you think it dumb. Life is short. Spend it well.

Glotz's picture

N/T

creativepart's picture

No anger, no stress on this end. Simply making suggestions in hopes of improving this twice a year feature (of the printed magazine). If you read anger and vitriol in phrases in my post like "I'd love to see you folks..." then it's not me that's overreacting.

If you like the listings as they are, then great. No one is stopping you. Me, I think they could be more meaningful than they are currently. But that's just me.

pinkfloyd4ever's picture

It would be really helpful if you posted a link to the full review of each of these products in this list

Jau's picture

Hi,
In delections from their latest Recommended Components they relate to the Devialet Expert 140 Pro and say that it has been replaced by a new model which has not been tested. However, the Expert 140 Pro continues to appear on the Devialet website and there is no new model to replace it. (?)

Firemike's picture

Maybe a quick visit to Funk & Wagnall's might be in order to refresh ourselves of what a review and recommendation is. If a consumer wants to spend $10 or $20,000 on a widget, consider a review as gospel, or only an opinion, isn't that their prerogative? If a person prefers the sound of pink colored audio equipment made from crystals and walnuts from "Big HI FI" that has no scientific or measurable reasoning behind it, who are we to judge? Akin to politics and religion, each person votes with their ears and ultimately, wallet. Not every opposing view is a conspiracy which require's a need to question other's intentions. A review is nothing more than one person's opinion. Aren't we in this hobby to listen and enjoy music - not hyper analyze equipment, materials, and the evil empires that provide it? Somehow fellow hobbyist's have survived all of these years in life - many of them very successfully - without our subjective criticism. Yes, I get it. As a subscriber you have input into how you would prefer to see things done. Maybe a letter to the editor could be a consideration.

moukie's picture

Really surprised NOT to see Bryston 4B3 14B3 or 28B3 in the recommended amps and that is like every year

Leah's picture

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