By Mark Panaghiston.
“Perceptive Media, takes narrative back to something more aligned to a storyteller and an audience around a campfire using internet technologies and sensibility to create something closer to a personal theatre experience in your living room.”
With this article we want to look at the technical aspects in greater detail than our previous blog post on the subject.
By Mark Boas
Sometimes when we take on projects we don’t really know what we’re letting ourselves in for. To fully know, we’d spec things out to the ninth degree and who wants to or has time for that? Well people like NASA do, but we don’t.
When we were given the opportunity to work on something called Perceptive Media all I saw was a colourful but amorphous form ahead and although it was explained to me (as well it could be) I still didn’t have a real clue of what it would end up being and crucially what was involved in making it a reality.
But hey it’s the BBC right? You don’t often get to work with the BBC – you know that BBC you spent so much time watching and listening to when you were growing up. The same BBC who make Doctor Who ? – That BBC!
Time-lords aside (or not actually as the case may be), being a bit of an audio-geek I’ve always been fascinated by the BBC’s audio output especially their Radiophonic Workshop especially Delia Derbyshire’s work and this was an audio gig coming from the R&D department of the same organisation. How could we turn it down?
So I jumped at the chance without really knowing what lay in store, which incidentally is very unfair on my colleague who ended up doing the lion’s share of the work.
The brief went something like this : We want to create a web-audio based demo that will adjust its content to the listener, based on information we can ascertain about them. Oh and we want it to sound as natural as possible so that the listener may not suspect that the content is being tailored. I soon found out that this involved generating audio on-the-fly and applying convolution reverb and other effects so that audio sounded natural in various environments. What this all meant is that we needed to use an advanced audio API. Now I’ve had fun investigating advanced audio APIs before, they differ from the standard audio APIs by being designed to allow you not only to play audio files, but to generate and alter audio.
This is exciting because we are finally getting around to doing stuff with audio that we have been doing with text for years. It also crosses over with something I’m looking at called Hyperaudio.
So with this cross-over in mind, I felt I could manage to find the time to experiment and create some proof of concept demos and this lead me to try out the following libraries:
The Speak.js demo pretty much demonstrates what it can do. You put text in and speech comes out. The library itself is ported from eSpeak using something called Emscripten and actually allows you to generate audio pretty much in real-time by constructing a data URI in WAV format.
Unfortunately time and budget restrictions meant that we couldn’t create the version we wanted to make – a version that would work similarly in all browsers that provided an advanced audio API. As it seems that the future W3C standard for advanced audio will be based on the Web Audio API we decided to concentrate on that.
The data we use to personalise the broadcast comes from a number of sources. The main differentiator is the listener’s location which we use via the geo-location API to determine, local weather, radio streams and landmarks which are then subtly inserted into the audio stream. The only restriction is that you must be in the UK to really encounter the differences – this is partly due to the fact that we use some BBC resources that are only available for the UK but also so that we can keep the data manageable for what, after all, is just a demo.
The second source of information about the listener came from a slightly more sinister place. For fun I’d been working with a good friend of mine Matteo Spinelli on a project called Underpants and while looking at the issue of browser traceability across websites we figured out how to determine which social networks a browser is logged into. Cross-over struck once more and we used this technique to personalise the part where our outdoor-challenged hero is urged to log out of her favourite social network and leave the apartment.
Advanced Web Audio
So what changes between the version of the broadcast that uses the Web Audio API and the fallback version that doesn’t? Well there are a number of factors, some of them quite subtle. Speak.js outputs a robot style voice which is fine for our use as the electronic voice of the lift. But we wanted to make sure it would fit in properly to the various environments in which it was set. To do this we created something called a convolution-reverb. In short, a this reverb allows us to apply the right sort of audio ambiance to a sound. So if a sound is coming from a lift we apply a lift type echo. We also apply the same ‘echo’ to the streamed radio broadcast that is played at a certain point in the broadcast.
The fact that we are using an advanced audio API also enables us to add various other effects to other pieces of audio. However we soon found that we needed to be sensible with our audio design, since convolutions with the Web Audio API does take a up a fair amount of CPU. During a development error, a unique convolution was used for each sound, this was found to start failing at around the 14th.
We also made use of audio filters, for example the radio podcast uses a high-pass filter applied to it which makes it sound ‘tinny’, another example is when Harriet opens the her apartment door at the start we apply both filters and faders. The Web Audio API uses a node based approach which means that you can feed the results of one effect into the next so we can apply filters, faders and convolutions to any audio source. To achieve all of this we made heavy use of Web Audio API’s AudioParam which allows nearly any attribute to be changed using handy linear transform effects – we used this to fade in and out, or cross-fade between filtered and unfiltered outputs.
So the Web Audio API version applies filters, faders and convolutions to the audio whereas the standard HTML5 audio versions do not. That’s not to say that given enough time we couldn’t have achieved the same effect using the Audio Data API included in Firefox. But since the new audio standard is slated to be largely based on the Web Audio API it was decided for the purposes of this demo to concentrate our energy in this area.
Once we’d got the core of the functionality working, we set to work on creating a control panel to allow us to tweak every single one of the volumes, filters, faders and convolutions.
We wanted to be able to demonstrate to editors of audio how we could tweak pace, reverb and sound-effects in real-time and although requiring a complete code re-factor we hope that the fact that the whole thing is pretty-much customisable makes this a powerful demo and will be useful to others as well as ourselves who are dabbling in this area.
So this is a good time to mention that all the source-code is open source and that you can grab it from the following GitHub location https://github.com/happyworm/PerceptiveMedia.
I think this was definitely an interesting and worthwhile experiment. However as its aim was to be subtle, it purposely does not make immediately clear the potential of the technology. Technically what we are able to achieve turned out to be a kind of audio framework to allow the ability to create and tweak audio as it’s being played. This is useful to producers of audio to see how effects and timings can alter the experience and is especially useful for applications such as games where perhaps you want to give your sound-effects context. I also feel that these techniques could be used for applications such as dynamic story-telling. My daughter — all too often — asks me to tell her a story featuring robots, dinosaurs and goblins and all too often I fall back on the same old principles and formulas of children’s story-telling, the rule of three and so on. Post happy-ever-after she often wants me to add to the story, getting me to fill-in or clarify some of the details. It’s not a huge stretch to imagine that we could create dynamic storytelling applications for kids. A pinch of AI here, some personalisation there and a heavy dose of randomness might just be enough to keep them happy for a bit.
So there we have it, one small step closer to the old Star Trek computer (Did Doctor Who’s have a voice interface? I forget). We’ve already seen the application of voice input with software such as Siri. It shouldn’t be too much longer until audio interfaces start to become common-place, with so much current emphasis on the visual I think this could be quite refreshing.
Question. What’s harder to debug than an intermittent bug? Answer. An intermittent bug that only manifests itself when you deploy to the server. Crazy I know and totally unexpected to us and for this reason you may see issues when running on Firefox (but not Opera). Being supporters of both Mozilla and Firefox we were much dismayed by this bug and spent a significant amount of time trying to get to the bottom of it. Unfortunately due to its nature we were only able to put in a loose bug-report If anybody wants to help us solve this issue please feel free to take a look, even if it’s just to download the application from GitHub and verify that it works locally for you.
Thanks then to Ian Forrester and Tony Churnside for the opportunity to work with them and their team at BBC R&D, also of course Sarah Glenister for the excellent script and Angie Chan for the great artwork. Jussi Kalliokoski for helping us work with AudioLib.js But most of all I want to thank my colleague Mark Panaghiston for working tirelessly behind the scenes not only on the significantly challenging audio aspects of the project but also go above and beyond in integrating the visual aspects and even sourcing and setting up the hosting.
Writing for Perceptive Media
Illustrations for BBC R&D’s Perceptive Media Demo: Breaking Out
What is Perceptive Media?
BBC demonstrates revolutionary ‘perceptive media’
Perceptive Media Launch at Social Media Cafe Manchester
The BBC unveils its first ‘Perceptive Media’ experiment – and you can try it now
What is Perceptive Media?
By Mark Boas
“O ye’ll tak’ the high road, and Ah’ll tak’ the low (road)
And Ah’ll be in Scotlan’ afore ye.” (The Bonnie Banks o’ Loch Lomond)
People really love messing about with audio.
Notice that the process of creating all this cool functionality didn’t come about from a W3C spec. Similarly, the Advanced Audio APIs were not the result of a W3C think-tank, but from two competing visions of what an advanced audio API should look like. Now it looks like the Web Audio API will be implemented in Safari as well as Chrome.
Once you create compelling functionality, developers will immediately start to use it. It may be experimental but developers will start to rely on it to make cool stuff. Cutting edge technology is seductive like that. I’m surer than sure that the Web Audio API has been well researched and has taken much inspiration from tried and tested APIs that exist outwith of our lovely browser based world (Apple’s Core Audio Frameworks, I believe), but I’m not convinced that you can really tell what web developers need or want until you give them something to play with.
*Neither Firefox or Opera support MP3 natively due to patent concerns.
I’m not saying Mozilla’s Audio Data API is perfect, there are issues with audio using the same thread as the UI and synch issues with multiple streams. However this is being addressed in the MediaStreams Processing proposal and it’s worth taking a look at it, even if it’s just for an insight into what future implementations could look like.
Strong community — Web developers have a huge active and open community to draw from.
Lower barrier to entry — The barrier of participation once something is put on something like github is virtually zero.
Ok, so bear with me here, and this is more of a question than a proposal – What if we separate concerns between browser makers and web developers when it comes to creating standards? Browser makers could concentrate on security, privacy, performance and exposing low level API’s in such a way that web developers can start to build libraries and APIs in the fluid, dynamic, iterative and extremely reactive manner that the web as a media allows. Once these libraries reach an acceptable level of adoption, browser makers can get together and decide which of these features they want to adopt based on tried and tested use cases, and yes make it a standard and build it into the browser. Wouldn’t we move forward more quickly that way? And as a bonus, no browser would be left behind as we’d be building the polyfills along the way.
In short, what I’m saying is that if the standard bodies put their energy into defining low level APIs, the high level APIs will look after themselves, or rather the community will look after them. After all it seems that the W3C themselves want a more community based approach to standards and besides we all know that bottom-up trumps top-down, right?
Outside my flat is an open space that the local council didn’t quite know what to do with, I’m sure they considered adding basket-ball hoops, concrete tables, a kid’s playground and all kinds of things. As it turned out they created a decent flat surface and pretty much left it as that. The users of this space, mostly children, decided this was a perfect space for playing soccer and improvised the space to include a hand drawn goal and pitch markings. If the council really wanted to make something permanent, they could take inspiration from this and create real goals and solid pitch markings.
It’s probably too late to change the Webkit implementation of the Web Audio API significantly, but I would strongly urge the developers of it to include a more comprehensive low level API in future releases. What’s the worst that could happen?
Last week as part of the Mozilla News Lab, I took part in webinars with Shazna Nessa – Director of Interactive at the Associated Press in New York, Mohamed Nanabhay – an internet entrepreneur and Head of Online at Al Jazeera English and Oliver Reichenstein – CEO of iA (Information Architects, Inc.).
I have a few ideas on how we can create tools to help journalists. I mean journalists in the broadest sense – casual bloggers as well as hacks working for large news organizations. In previous weeks I have been in deep absorption of all the fantastic and varied information coming my way. Last week things started to fall into place. A seed of an idea that I’ve had at the back of my mind for some time pushed its way to the front and started to evolve.
Something that cropped up time and again was that if you are going to create tools for journalists, you should try and make them as easy to use as possible. The idea I hope to run with is a simple tool to allow users to assemble audio or video programs from different sources by using a paradigm that most people are already familiar with. I hope to build on my work something I’ve called hypertranscripts which strongly couple text and the spoken word in a way that is easily navigable and shareable.
Editing, compiling and assembling audio or video usually requires fairly complex tools, this is compounded by the fact that it’s very difficult to ascertain the content of the media without actually playing through it.
I propose that we step back and consider other ways of representing this media content. In the case of journalistic pieces, this content usually includes the spoken word which we can represent using text by transcribing it. My idea is to use the text to represent the content and allow that text to be copied, pasted, dragged and dropped from document to document with associated media intact. The documents will take the form of hypertranscripts and this assemblage will all work within the context of my proposed application, going under the working title of the Hyperaudio Pad. (Suggestions welcome!) Note that the pasting of any content into a standard editor will result in hypertranscripted content that could exist largely independently of the application itself.
Some examples of hypertranscripts can be found in a couple of demos I worked on earlier this year:
As the interface is largely text based I’m taking a great deal of inspiration from the elegance and simplicity of Oliver’s iAWriter. Here are a couple of rough sketches :
Last week I’m happy to say that I found myself collaborating with other members of the News Lab, namely Julien Dorra and Samuel Huron, both of whom are working on related projects. These guys have some excellent ideas that relate to meta-data and mixed media that tie in with my own and I look forward to working with them in the future. Exciting stuff!
Recently I had the privilege of working on a very interesting project with a few folk from Mozilla – it’s the type of project I love to work on, as it involves web audio and its deep integration into the general web experience.
Web audio is no longer consigned to being the passive play and pause experience of yesteryear, it has the potential to be much more, it can be a driver of much richer interactions, something Henrik Moltke explores with something he dubs Hyper Audio. The remit of the project was to take various media elements of a radio interview broadcast by Danish Radio station DR; audio, subtitles, transcripts, footnotes etc and link these in an intuitive and useful manner.
To say this project was right up my street would be an understatement – this project was in my flat, raiding my fridge and drinking my beerz. I was already fascinated by the concept. I’d been playing about, creating audio related demos for a couple of years and in November last year I decided to attend the Mozilla Drumbeat festival and created a demo for the event. The demo was accepted to be exhibited at the science fair on the opening evening and garnered some interesting feedback both on and offline, what it effectively demonstrated was the synchronization and bi-directional control of text and audio.
When Henrik asked me to work on this project, I naturally jumped at the opportunity. Due to time differences, pressing deadlines and the luxury of having a nice quiet office, I stayed up late most nights for a week, happily hacking away and helped out and supported by various Mozillians and the popcorn.js community.
So that’s the back-story, here’s the demo.
Some things to try :
- Switch the audio from English to Danish – it should continue from the same point in Danish, subtitles and the transcript should also change appropriately.
- Try clicking on words in the transcript – the audio should start playing from the corresponding point.
- Highlight a passage of transcript text – this should add a tweetable excerpt to the ‘share’ box. The URL included should just play that part of the audio.
- Clicking the music note icons in the ‘media’ box should take you to the point of the audio where that resource was mentioned.
How did we achieve this? We used popcorn.js to display subtitles, footnotes and other time-related resources. In fact a lot of this was already in place when I picked up the project. I then integrated jPlayer for the audio playback and deeper interaction. Popcorn allows us to associate timings with actions and have these actions triggered by media when they hit said timings. So pretty much perfect for our needs. jPlayer provided a solid abstraction above the native audio API, it allowed me to easily synchronize and switch audio tracks and jump to specific points or sections in the audio, with very few lines of code. Importantly it also protected us from any cross-browser issues and allowed our designers to effortlessly create a custom skin for the player.
So this was the control, but what about the media? Well this part was a massive team effort. Henrik managed to provide a very accurately timed transcript. We had hoped to use the subtitles in SRT format but for convenience we parsed them or rather Scott Downe parsed them into JSON format.
One of the bigger issues we encountered was that we only had the transcript in English and the timings for the Danish transcript were naturally different. Luckily we had accurately timed Danish subtitles and legendary Bobby Richter on hand to convert the subtitles to individual words complete with their timings, which he did by cunningly interpolating the timing of words (based on word length) and based on their in-subtitle position. All knocked out in about 10 minutes and in 20 lines of code. It worked surprisingly well, of course you need to be able to understand Danish to truly tell. We could have probably parsed the subtitles into the transcript on the fly but due to time limitations we made them static.
Perhaps an aside not directly related to audio, I managed to hack together some code that allowed highlighted transcript text to be placed in the ‘share’ box, and grab the timings of the first and last words, from there it was pretty much straightforward to make this excerpt tweetable.
This whole endeavor was very much a group effort, a huge thanks to the popcorn.js team, who made joining their IRC feel like walking into a pub full of friends.
Special credit and thanks then should go to Scott Downe, Bobby Richter, Barry Threw, David Humphrey, Brett Gaylor, Ben Moskowitz, Christian Valentiner, Silvia Benvenuti and of course Henrik ‘Tank’ Moltke whose baby all this was. It was great being part of such a talented team. Awesomesauce indeed.
- The Hyperaudio Pad – Next Steps and Media Literacy
- Breaking Out – The Making Of
- Breaking Out – Web Audio and Perceptive Media
- Altrepreneurial vs Entrepreneurial and Why I am going to Work with Al Jazeera
- HTML5 Audio APIs – How Low can we Go?
- Hyperaudio at the Mozilla Festival
- The Hyperaudio Pad – a Software Product Proposal
- Introducing the Hyperaudio Pad (working title)
- Accessibility, Community and Simplicity
- Build First, Ask Questions Later
- Further Experimentation with Hyper Audio
- Hyper Audio – A New Way to Interact
- P2P Web Apps – Brace yourselves, everything is about to change
- A few HTML5 questions that need answering
- Drumbeat Demo – HTML5 Audio Text Sync
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