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An Update on the Development of OpenMixer Elliot KERMIT-CANFIELD and Fernando LOPEZ-LEZCANO CCRMA (Center for Computer Research in Music and Acoustics), Stanford University {kermit|nando}@ccrma.stanford.edu Abstract was tailored to the Listening Room studio at This paper serves to update the community on the CCRMA. The control hardware is comprised development of OpenMixer, an open source, mul- of standard PC computer components housed tichannel routing platform designed for CCRMA. in a fan-less case and off-the-shelf RME audio Serving as the replacement for a digital mixer, soundcards, plusexternalSolidStageLogicAl- OpenMixerprovidesroutingcontrol,Ambisonicsde- phaLink MADI AX and Aphex 141 boxes for coders, digital room correction, and level metering A/D and D/A conversion. The control soft- to the CCRMA Listening Room’s 22.4 channel, full ware runs on Gnu/Linux and is a collection of sphere speaker array. free,opensourcesoftwareprogramscoordinated Keywords from a master control program written in the SuperCollider programming language. Inputs Multichannel Diffusion, Spatialization, Ambisonics, to the system include 3 ADAT connections to Open Source Audio Software, 3D Audio andfromtheListeningRoomLinuxworkstation 1 Introduction (aregularCCRMALinuxcomputerthatcanbe used for music or sound work and has direct ac- The Listening Room at the Center for cess to all speakers), 2 additional ADAT I/Os Computer Research in Music and Acoustics for external digital sources, 16 line level ana- (CCRMA)isaversatilestudiospaceservingthe log inputs, 8 microphone preamplifier inputs, 8 CCRMA community. Featuring a 22.4 channel analoginputsforamediaplayer, and4ethernet spherical speaker array and a 32 speaker wave jacks connected to a separate network interface fieldsynthesissystem, theListeningRoomisan (whichcanalsoprovideInternetaccess)thaten- important facility for research, music composi- able computers which have NetJack easy access tion, and 3D sound diffusion among other uses. to all speakers and features of the system. As conventional mixers are limited in config- urability, channel count, and usability, we have At the time the previous paper was written, implemented a software routing system—called the Listening Room was equipped with only 16 OpenMixer—to control the primary speaker speakers in a 4 + 8 + 4 configuration, which system. could either be addressed independently or be Although conceived in 2006, the implemen- fedthesignalsofanAmbisonicsdecoder(second tation of OpenMixer began in 2009. Since order horizontal, first order vertical) integrated then, the capabilities of the Listening Room into the system. Two Behringer USB control developed—there are more speakers, faster surfaces(BCF200andBCR200)providedasim- computers, and more users. To meet the de- ple and easy-to-use user interface. mands, OpenMixer has been under continuous development. This paper serves as an update toitscurrentstatusandextendsLopez-Lezcano and Sadural’s 2010 LAC paper [1]. 1.2 Changes 1.1 Original Implementation OpenMixer is our hardware and software solu- The following sections outline most of the tion to the problem of routing, mixing and con- changestoOpenMixersince2009, bothinhard- trolling the diffusion of multiple multichannel wareandintheunderlyingcontrolsoftwareand sources over a large number of speakers, and functionality. 2 Hardware Upgrades 2.1 Speakers The number of speakers in the Listening Room has grown over time. The last major upgrade happened in March 2011, when the number of main speakers was changed from 16 to 22 (23 if we count an additional “center channel” which is only used for more accurate 5.1 or 7.1 play- back). The spatial configuration was changed from 4 + 8 + 4 to 1 + 6 + 8 + 6 + 1, Figure 3: 7 speakers below the grid floor which enabled us to cover the sphere more uni- formly and thus decode full periphonic third or- der Ambisonics with high accuracy (see figs. 1 at 2.83GHz, an EP45-DS3R Gigabyte mother- to 3). In addition, four subwoofers were added, board, and 8G of RAM to a newer quad core whichrequiredaddinganadditionaleightchan- i7-3770K CPU running at 3.50GHz and using nel ADAT D/A converter to the equipment a DZ77GA-70K Intel motherboard with 32G of rack. RAM. At the same time we moved from the old Fedora 14 platform to Fedora 20 (new real time (RT) patched kernel and newer versions of all packages). An updated hardware signal-flow chart can be seen in fig. 4. The upgrade was anything but boring. Al- though much faster, the upgraded computer re- fused to work with the PCI audio cards used by the old hardware. We were using two RME cards in tandem—one RME Hammerfall DSP MADI PCI that interfaced with the main SSL A/D D/A box and an RME 9652 PCI card for additional ADAT ports. The upgraded moth- erboard included two legacy PCI slots for that purpose, but we were never able to have both cards working at the same time. The second Figure 1: The Listening Room card would fail to get interrupts delivered to it. This was difficult to debug and we spent count- less hours switching cards around. We eventu- ally had to move to newer PCI express cards with equivalent functionality (an RME HDSPe MADI and an RME RayDAT PCIe). Even then, the technique of aggregating both cards into a composite ALSA device using .asoundrc did not work anymore. The newer kernel, ALSA drivers, and hardware could not get the card periods aligned, even though the soundcardsaresyncedusingwordclock. JACK Figure 2: 7 elevated speakers wouldimmediatelystartgeneratingxrunswhen started on the composite device—each card by 2.2 Computer and Peripherals itself would work fine. To get around this prob- One of CCRMA’s fan-less Linux machines is at lem we tried running JACK on only one of the the heart of the Listening Room—OpenMixer cards and connecting the second card to the system. As we needed more processing power system. We did this through either JACK’s to support some of the planned expansions of audioadapter internal client or alsa_in and the OpenMixer system, we migrated the hard- alsa_out clients. In both cases, the DSP load warefromanoldquadcoreQ9550CPUrunning was too high even for the upgraded hardware able through custom UGens and plugins and handles multichannel audio, MIDI, and OSC in a native and intuitive fashion.1 SuperCollider itself is really two programs—an interpreted language (sclang) controlling a separate syn- thesis server (scsynth) running as a separate unix process. In this new version of OpenMixer, we switched the synthesis server to SuperNova, an alternative server written by Tim Blechmann which supports automatic parallelization of the DSP load across multiple cores [4]. This simpli- fiedthesoftwareconsiderably, asbeforethis, we were performing load balancing across cores by instantiating several instances of scsynth and controlling which server was chosen for particu- lar tasks by hand. When the OpenMixer computer boots, Su- perCollider runs automatically as a boot ser- vice and starts all other ancillary software. The Figure 4: System hardware diagram maintaskofSuperColliderisroutingaudiofrom multiple sources (Linux workstation, ADAT, analog, BluRay, mic preamps, and networks platform. sources) to the speaker array, as well at to We finally used Fons Adriaensen’s Zita- the Linux workstation and networks sources for ajbridge to add the second card as a separate recording. This represents a complex many-to- JACK client [2]. As in the previous solutions, many routing relationship through the use of thisperformsunnecessarysamplingrateconver- software buses (see fig. 5). In addition to rout- sion of the second card inputs and outputs, but ing straight from a channel to some number it was the only way to get the system to work of speakers (each with independent gain con- reliably and the additional load was acceptable trol), OpenMixer also supports decoding of up (between 9 and 10% of a core each for 64 in- to third order Ambisonics audio streams. An- put and output channels). Another twist to the other important task that SuperCollider per- story is that we could not get the MADI card forms is as a task manager for subsidiary pro- to run as the master card when using the Ray- grams such as JACK and Jconvolver. If any of DAT as a secondary audio card. We had to run OpenMixer’s auxiliary processes dies, the sys- the RayDAT as the master, which increased the tem restarts them automatically.2 channel count to sample-rate conversion as well as the load. All these sound driver peculiari- 3.2 System software ties need serious debugging, but we just did not Together with the hardware changes, we up- have the time to do that. graded the operating system to Fedora 20 and Forcaseslikethisoneitwouldbenicetohave a new RT patched kernel [5]. To get the best an option in Zita-ajbridge to not do sampling real-time performance from the new system, we rate conversion at all, as the cards run in sync needed to perform a few new tweaks to its con- through word clock. figuration. We found that the Intel i7-3770K pro- 3 Software Upgrades cessor together with the new kernel (cur- 3.1 SuperCollider and Supernova rently 3.14.x with the latest RT patch) used the new intel_pstate frequency The majority of OpenMixer runs inside Super- scaling driver instead of the conventional Collider, a programming environment specifi- cally designed for audio applications [3]. In ad- 1We could only imagine the horrors of programming dition to being well supported by a large devel- OpenMixer in C or C++! oper/user community, SuperCollider is extend- 2Except in very bad situations... the cost of increased thread scheduling latency. We don’t know how much latency HT actually adds, but it seems that it is enough in our cur- rent mix of tasks and threads to negate any ad- vantage in raw processing power HT might of- fer [6–8]. The start-up scripts that boot OpenMixer have also changed. The boot activation of the software now happens through a static systemd service. The service executes a script that Figure 5: Simplified OpenMixer software rout- tweaks root level access configuration settings ing diagram and then starts the main start-up script as the “openmixer” user. This in turn starts a private XserverforfutureGUIextensionsandtransfers governor-based scaling cpupower software. controltosclang(theSuperColliderlanguage). The intel_pstate driver can be controlled The script also re-starts sclang if for some rea- through variables in the /sys filesystem son sclang dies. (/sys/devices/system/cpu/intel_pstate). The following incantation was used to tell the 3.3 User Interface driver to try to run all cores at the maximum The user interface in the previous version of speed all the time: OpenMixer was limited to two Behringer con- trol surfaces to access most common settings. echo 100 > /sys/devices/system/cpu/ This was a deliberate choice to keep the inter- intel_pstate/min_perf_pct face simple and mode-less, where every button, fader, and knob had only one clearly labeled We also disabled the thermald daemon which function. Most of the interface has not changed we normally run in all our Linux workstations, but some new functions have been added (see asitalsotweaksthespeedoftheprocessorcores fig. 6). For example, the master level control if the thermal load exceeds preset limits. We knobs also double as level meters for each bank knowwhattheloadontheprocessoris, sothere of 8 channels (you can select the function of the isnoriskofthermaloverloads. Inbothcases,we knobs),thereisa“DRCon/off”buttonthatcan want the core speed to be pegged to the max- be used to disable the correction filters on each imum available. It looks like the scheduler is speaker, we now have a monitor option (with not entirely aware of the current speed of each optional pre-fader level) that routes any input core and can migrate a computationally heavy back to the Linux workstation, we implemented task from a core running at full speed to one a speaker test function to quickly make sure all that is idling (and running at a very low clock speakers are operational and also a software re- frequency). The intel_pstate driver will of set that reinitializes OpenMixer. course adjust the speed of the slow core, but not fast enough to avoid an xrun in some cases. We also had to disable hyper-threading (HT) intheBIOS.Thisdisablestheadditional“fake” cores and brings down the total number from eight to four (but those four are real cores—we willuseacheaperInteli5processorswhichlacks hyper-threadingforfuturedeployments). With- out these changes, we experienced occasional xrunsinJACK.HTcreatestwologicalcoresout of each physical core by storing extra state in- formation that enables both logical cores to ap- pear to be independent processors. The poten- tialimprovementinperformanceisonlyrealized Figure 6: User interface by highly threaded applications and tops out at about 20% in ideal conditions. This comes at We have also employed SuperCollider’s QT GUI objects to build a graphic user interface so ber of external programs used, JACK graph that a monitor connected to the control com- complexity, and context switches. puter can display relevant information. For 3.6 Digital Room Correction now, we have only implemented input and out- put VU level meters, but this change opens the From the start, OpenMixer calibrates all speak- doortofutureupgradesthatshouldmakeOpen- ers for uniform sound pressure level and delay Mixer even simpler to use, specially if we use a at the center of the room. While the new lo- video screen with touch control. cation of the speakers in the studio covers the OpenMixer is internally controlled through sphere with better resolution, they are not re- OSC messages. We have been therefore exper- ally suspended in a free field condition. In imenting with applications like TouchOSC on particular, the speakers located under the grid tablets or smart phones to be able to control floor (below the listener) have a different tonal OpenMixer remotely through simple apps in- quality due to the physical construction of the stalled in user’s equipment [9]. “pit” in which they are located. Furthermore, not all speakers are the same exact model (al- 3.4 Subwoofer Processing though they all share the same high frequency The addition of subwoofers to the Listen- drivers). We have Mackie HR824s at ear level ing Room required us to implement proper andsmallerMackieHR624sfortheelevatedand crossovers in software. We used LinkwitzRiley lowered speakers. The result of this led to in- 4th order crossovers implemented as SuperCol- correct and sometimes confusing rendering, es- lider UGens that are part of the instruments pecially when decoding full sphere Ambisonics that do software mixing and routing within (manifested through a tendency of sounds to be OpenMixer. “pulled” towards the ceiling). InthenewversionofOpenMixer,wehaveim- 3.5 Ambisonics Decoding with ADT plemented digital room and speaker correction and ATK using Denis Sbragion’s DRC software package, First through third order Ambisonics decoders as described by Joern Nettingsmeier [15]. By are naively supported by OpenMixer. In the recording the impulse responses of each speaker previous version of OpenMixer, Ambisonics de- at the listening position, inverse FIR filters can coders were provided by running ambdec_cli be calculated to even out small differences in as a subprocess of the master SuperCollider speaker impulse response due to the speakers program, with decoder matrices tuned to our themselves and their location in the room.3 speaker arrangement kindly supplied by Fons This, coupled with the very dry acoustics of Adriansen. A stereo UHJ decoder was also pro- the studio itself makes for an accurate and even vided by running Jconvolver as another subpro- reproduction of sound over the whole sphere cesswiththesuppliedUHJpresetconfiguration. around the listening position. The only trade In the new version of OpenMixer, we have off is an increase of approximately 10 millisec- switched to using decoders calculated by the onds in the latency of the system. We have Ambisonics Decoder Toolbox (ADT), written added an on/off switch to be able to bypass the by Aaron Heller and Eric Benjamin [10–12]. DRC generated correction filters and access the ADT consists of Matlab/GNU Octave scripts speakers directly if necessary. that calculate Ambisonics decoders though a Jconvolver, written by Fons Adriaensen, is variety of techniques. In critical listening used as an external subprocess of the main Su- tests, the decoders have proved to perform very perCollider program and provides an efficient, closely to the previous hand-tuned ones. In ad- real-time convolution engine that performs the ditiontogeneratingAmbdecconfigurationfiles, filtering [17]. ADT writes the decoders as Faust programs whichcanthenbecompiledtocreatenativeSu- 3.7 Adding HDMI inputs perCollider UGens [13]. For stereo UHJ decod- We recently had the need to allow users to ing, we have switched to the Ambisonic Toolkit connect HDMI audio based equipment (specif- (ATK)UGens, writtenprimarilybyJosephAn- ically game consoles—for research, of course— derson[14]. WehavebeenabletofoldAmbison- ics decoding entirely into SuperCollider which 3Weused20secondlogarithmicchirps,recordedand minimizes the complexity of the code, the num- analyzed with Fons Adriaensen’s Aliki [16]. and also laptops). This adds another way to Onesuchpiece, arecordingmixedthroughAm- connect equipment to the system and can be bisonics,isrenderedbothinfullthirdorderAm- used to play back 5.1 or 7.1 content (easier in bisonics and stereo UHJ in a time-synced way those cases than using NetJack or analog in- so the “immersive-ness” of the decoders can be terfaces). We bought an Outlaw Model 975 audified and evaluated. surround processor, a low cost unit that pro- vides both HDMI switching and decoding of 4 Future Work themostcommoncompressedsurroundformats Although OpenMixer was originally written for (DolbyDigital, DTS,DolbyTrueHD,andDTS- the CCRMA Listening Room, we are working HD Master Audio, etc). The analog outputs of to parameterize the scripts so that it is more the unit were connected to the “player” analog portable.4 Once appropriately parameterized, interface, and the existing Oppo BluRay player weenvisionOpenMixerasausefultoolforother was connected to one of the Outlaw’s HDMI in- peoplecontrollingmultichannelspeakerarrays.5 puts. We are in the process of implementing Open- The only gripe is that the unit cannot (yet) Mixer in our small concert hall, the Stage, that be controlled from OpenMixer itself. It would is equipped with a 16.8 channel 3D speaker sys- be nice to be able to control everything from tem. OpenMixer will make it possible to easily the OpenMixer control surfaces so that the user move pieces from the Listening Room environ- does not need to know which HDMI input is ment to the concert hall. This is especially true which and how the surround processor is con- intheAmbisonicsdomain,asnewdecodertech- trolled. We could use an infrared remote con- nologiesimplementedinADTmakeitrelatively trol, or inquire if the RS232 interface included easy to design effective 3D decoders for dome in the unit can be used for control in addition speaker configurations such as the one we have to firmware upgrades. on the Stage. CCRMA concerts frequently fea- ture large speaker arrays (up to 24.8) which are 3.8 Demo Mode controlled with similar systems. Making Open- OpenMixer makes the Listening Room easily Mixer a general solution would simplify these configurable, however, it requires some effort large scale productions. between walking into the studio and hearing Much work remains to be done in the soft- sound. In the past, demonstrations of the Lis- wareitself,inparticular,tousethenewX-based tening Room’s sound system—which are quite GUI interface and to control the whole system frequent—typically included hunting for saved through OSC from tablets and smart phones. Ardour sessions to recall and some amount In the Listening Room itself, we have plans of guesswork to find projects spread across to add more subwoofers (for a total of 8) to CCRMA’s filesystem. To simplify this process, increase both the fidelity and localization reso- we implemented a demo mode that highlights lution of low frequencies. the capabilities of the system in an easy to use As the technology gets faster and the number way. We used a Korg nanoKONTROL2 as a of speakers grow, OpenMixer will most likely controlsurfacethatispatcheddirectlytoOpen- remain a work-in-progress. Mixer. This controller has eight channel strips We originally intended to use JackTrip as (three buttons, a knob and a fader) and trans- an additional input source for remote perfor- port control buttons. We have pre-rendered mances, but the feature did not see much de- an assortment of multi-channel works for the mand and it was impossible to make JackTrip Listening Room’s speaker configuration that work (without changes to the source code) as a can be easily triggered through the nanoKON- reliable subprocess to the SuperCollider code. TROL2. We plan to use the currently unimplemented With minimal effort, someone can listen to a JackTripinputstohouseFonsAdriansen’sZita- curated set of mixes of great variety. We have njbridge (network-JACK) JACK clients, thus included selections that show off different types of 3D diffusion (e.g., quad, 5.1, octophonic, 4Naturally, this is a challenging task as speaker con- figuration, sound cards, input sources, etc. are different third order periphonic Ambisonics, etc.) as well for each system. asmixingstyle(e.g.,“concerthall-esque,”“fully 5MoreinformationaboutOpenMixercanbefoundat immersive,” “academic electroacoustic,” etc.). https://ccrma.stanford.edu/software/openmixer. providing a way to connect to the Listening computing clusters,” Linux Clusters Insti- Room from remote locations [18]. tute Conference, 2002. [8] Calomel.org, “Network tuning and per- 5 Conclusions formance: a simple guide to enhancing OpenMixer is certainly not the only solution network speeds.” https://calomel.org/ for controlling 3D speaker arrays at CCRMA, network_performance.html. but it has fulfilled its purpose to make the Lis- tening Room configurable for many different [9] Hexler.net, “Touchosc: Modular uses. The latest inclusion of DRC-based im- osc and midi control surface for pulse response calibration has significantly im- iphone/ipod touch/ipad.” http: proved the quality of sound diffusion in the Lis- //hexler.net/software/touchosc. tening Room, and is being considered for other [10] A.HellerandE.Benjamin, “Ambisonicde- listening spaces at CCRMA. coder toolkit.” http://www.ai.sri.com/ ajh/ambisonics/. 6 Acknowledgments [11] A. Heller, E. Benjamin, and R. Lee, “A The success of OpenMixer is largely due to toolkit for the design of ambisonic de- the support of the CCRMA community. Many coders,” Proceedings of the Linux Audio thanks to Chris Chafe and Jonathan Berger for Conference 2012, 2012. embracing the Listening Room in their classes and projects. OpenMixer is built on free, open [12] A. Heller and E. Benjamin, “The ambison- source software and would never have existed icsdecodertoolbox: Extensionsforpartial- without all who contributed to those projects. coverage loudspeaker arrays,” Proceedings of the Linux Audio Conference 2014, 2014. References [13] Y. Orlarey, “Faust: the quick path from [1] F. Lopez-Lezcano and J. Sadural, “Open- ideas to efficient dsp.” http://faust. mixer: a routing mixer for multichannel grame.fr/. studios,” Linux Audio Conference, 2010. [14] J. Anderson, “The ambisonic toolkit: tools [2] F. Adriaensen, “Zita-ajbridge, alsa- for soundfield-kernel composition.” http: jack and jack-alsa resampler.” //www.ambisonictoolkit.net/. http://kokkinizita.linuxaudio. org/linuxaudio/. [15] D. Sbragion, “Drc: Digital room cor- rection.” http://drc-fir.sourceforge. [3] J. McCartney, “Supercollider: real- net/. time audio synthesis and algorithmic composition.” http://supercollider. [16] F. Adriaensen, “Aliki, impulse re- sourceforge.net/. sponse measurement tool.” http: //kokkinizita.linuxaudio.org/ [4] T. Blechmann, “Supernova: a multipro- linuxaudio/. cessor aware real-time audio synthesis en- gine for supercollider,” Master’s thesis, TU [17] F. Adriaensen, “Jconvolver, a convo- Wien, 2011. lution engine.” http://kokkinizita. linuxaudio.org/linuxaudio/. [5] Various, “Real-time linux patches.” [18] F. Adriaensen, “Zita-njbridge, network- https://rt.wiki.kernel.org/index. php/Main_Page/. jack and jack-alsa resampler.” http://kokkinizita.linuxaudio. [6] A. Valles, “Performance insights to org/linuxaudio/. intel hyper-threading technology.” https://software.intel.com/en-us/ articles/performance-insights-to- intel-hyper-threading-technology. [7] T. Leng, R. Ali, J. Hsieh, V. Mashayekhi, and R. Rooholamini, “An empirical study of hyper-threading in high performance

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