Apples and oranges, generated by Google's new image algorithm Imagén 3

Google’s Imagén 3 : More Reliable Text for Visual Resources

Leave a comment

If you use AI imaging for visual teaching resources, but decry its poor text handling, then Google might have cracked it. Their new algorithm for image generation, Imagén 3, is much more reliable at including short texts without errors.

What’s more, the algorithm is included in the free tier of Google’s LLM, Gemini. Ideal for flashcards and classroom posters, you now get quite reliable results when prompting for Latin-alphabet texts on the platform. Image quality seems to have improved too, with a near-photographic finish possible:

A flashcard produced with Google Gemini and Imagén 3.

A flashcard produced with Google Gemini and Imagén 3.

The new setup seems marginally better at consistency of style, too. Here’s a second flashcard, prompting for the same style. Not quite the same font, but close (although in a different colour).

A flashcard created with Google Gemini and Imagén 3.

A flashcard created with Google Gemini and Imagén 3.

It’s also better at real-world details like flags. Prompting in another engine for ‘Greek flag’, for example, usually results in some terrible approximation. Not in Imagén 3 – here are our apples and oranges on a convincing Greek flag background:

Apples and oranges on a square Greek flag, generated by Google's Imagén 3

Apples and oranges on a square Greek flag, generated by Google’s Imagén 3

It’s not perfect, yet. For one thing, it performed terribly with non-Latin alphabets, producing nonsense each time I tested it. And while it’s great with shorter texts, it does tend to break down and produce the tell-tall typos with anything longer than a single, short sentence. Also, if you’re on the free tier, it won’t allow you to create images of human beings just yet.

That said, it’s a big improvement on the free competition like Bing’s Image Creator. Well worth checking out if you have a bunch of flashcards to prepare for a lesson or learning resource!

Greek text on a packet of crisps

Language Lessons from Packaging (And A Little Help from ChatGPT)

Leave a comment

If you love scouring the multilingual packaging of household products from discounter stores (a niche hobby, I must admit, even for us linguists), then  there’s a fun way to automate it with LLMs like ChatGPT.

Take the back of this packet of crisps. To many, a useless piece of rubbish. To me (and some of you, I hope!), a treasure of language in use.

Greek text on a packet of crisps - food and household item packaging can be a great source of language in use.

Greek text on a packet of crisps

Normally, I’d idly read through these, looking up any unfamiliar words in a dictionary. But, using an LLM app with an image facility like ChatGPT, you can automate that process. What’s more, you can request all sorts of additional info like dictionary forms, related words, and so on.

From Packaging to Vocab List

Take a snap of your packaging, and try this prompt for starters:

Create a vocabulary list from the key content words on the packaging label. For each word, list:
– its dictionary form
– a new, original sentence illustrating the word in use
– common related words

The results should be an instantly useful vocab list with added content for learning:

Vocabulary list from food packaging by ChatGPT

Vocabulary list compiled by ChatGPT from a food packaging label

I added a note-taking stage to round it off. It always helps me to write down what I’m learning, adding a kinaesthetic element to the visual (and aural, if you’ve had ChatGPT speak its notes out loud). Excuse the scrawl… (As long as your notes are readable by you, they’re just fine!)

Handwritten vocabulary notes derives from crisp packet packaging

Notes on a crisp packet…

It’s a fun workflow that really underscores the fact that there are free language lessons all around us.

Especially in the humblest, and often least glamorous, of places.

ChatGPT takes conversation to the next level with Advanced Voice Mode

ChatGPT Advanced Voice Mode is Finally Here (For Most of Us!)

Leave a comment

Finally – and it has taken SO much longer to get it this side of the Pond – Advanced Voice Mode has popped up in my ChatGPT. And it’s a bit of a mind-blower to say the least.

Multilingually speaking, it’s a huge step up for the platform. For a start, its non-English accents are hugely improved – no longer French or German with an American twang. Furthermore, user language detection seems more reliable, too. Open it up, initiate a conversation in your target language, and it’s ready to go without further fiddling.

But it’s the flexibility and emotiveness of those voices which is the real game-changer. There’s real humanity in those voices, now, reminiscent of Hume’s emotionally aware AI voices. As well as emotion, there’s variation in timbre and speed. What that means for learners is that it’s now possible to get it to mimic slow, deliberate speech when you ask that language learning staple “can you repeat that more slowly, please?”. It makes for a much more adaptive digital conversation partner.

Likewise – and rather incredibly – it’s possible to simulate a whole range of regional accents. I asked for Austrian German, and believe me, it is UNCANNILY good. Granted, it did occasionally verge on parody, but as a general impression, it’s shocking how close it gets. It’s a great way to prepare for speaking your target language with real people, who use real, regionally marked speech.

Advanced Voice Mode, together with its recently added ability to remember details from past conversations (previously achievable only via a hack), is turning ChatGPT into a much cannier language learning assistant. It was certainly worth the wait. And for linguaphiles, it’ll be fascinating to see how it continues to develop as an intelligent conversationalist from here.

Mapping out conversational probabilities - it's much easier with flowcharts.

Vocabulary Flowcharts : Preparing for Probabilities with ChatGPT

Leave a comment

The challenge in preparing for a speaking task in the wild is that you’re dealing with multiple permutations. You ask your carefully prepared question, and you get any one of a number of likely responses back. That, in turn, informs your next question or reply, and another one-of-many comebacks follows.

It’s probability roulette.

What if you could map all of these conversational pathways out, though? Flowcharts have long been the logician’s tool of choice for visualising processes that involve forking choices. Combined with generative AI’s penchant for assembling real-world language, we have a recipe for much more dynamic language prep resources than a traditional vocab list.

And, thanks to a ready-made flowchart plugin for ChatGPT – courtesy of the charting folks at Whimsical.com – it’s really easy to knock one together.

Vocabulary Flowcharts in Minutes

In your ChatGPT account, you’ll need to locate the Whimsical GPT. Then, it’s just a case of detailing the conversational scenario you want to map out. Here’s an example for ‘opening a bank account in Germany’:

Create a flowchart detailing different conversational choices and paths in German for the scenario “Opening a bank account as a non-resident of Germany planning to work there for six months.” Include pathways for any problems that might occur in the process. Ensure all the text reflects formal, conversational German.

The result should be a fairly detailed ‘probability map’ of conversational turns:

A 'vocabulary flowchart' in German, created by the Whimsical.com GPT on ChatGPT.

A ‘vocabulary flowchart’ in German, created by the Whimsical.com GPT on ChatGPT.

Vocabulary flowcharts are another tool in your AI arsenal for speaking prep. Have you given them a whirl yet? Tell us about your own prep in the comments!

Lots of colourful neon shortcuts on a screen.

Apple Shortcuts for Smart Study Hacks

Leave a comment

I’ve been optimising my iPad for study recently, trying to make it a portable, one-stop shop for reading and prep on-the-move. It’s no doubt another flex of my childhood awe for Inspector Gadget’s niece Penny, and her computer-in-a-book that could do everything.

Anyway, it’s led me to discover lots of features I half knew about, but had ignored for the duration of my Apple fanboydom. And one of the biggest revelations of rediscovery has been the Apple Shortcuts app.

In a nutshell, Shortcuts allows you to bundle all sorts of custom process chains into a single, iconisable action. For example, a shortcut could retrieve something, do something with the result, then present it in a certain way. People use them for all sorts of admin tasks – collecting stock prices and collating them in a spreadsheet with a single click, for instance.

The cool thing is that many third-party apps have extensions that you can link into shortcuts. ChatGPT, for example, which I find invaluable as a quick summary or explanatory tool, can be part of an action chain. And you can trigger chains not just with clicks, but from documents, via the share link.

Shortcuts for Smart Study : Brief Description

Using the app, I put together a quick shortcut I called “Brief Description”. It sends the current PDF (from a browser window, or from the Files app), to ChatGPT, prompting it for a one-paragraph summary.

A screenshot from Apple Shortcuts of a 'Brief Explanation' action using ChatGPT.

A screenshot from Apple Shortcuts of a ‘Brief Explanation’ action using ChatGPT.

As you can see, one of the best things about it is how you assemble a shortcut in more or less natural language, as you select items via an intuitive click-and-build interface. There are also plenty of resources for getting started and pushing the boundaries of it (like this very clued-up YouTube channel!).

The result of my shortcut offers a great way to get a paper summary, whatever the language:

Screenshot of an Apple Shortcuts link in the share menu.

Screenshot of an Apple Shortcuts link in the share menu.

When working through a bunch of resources, it’s great to ascertain in a click or two whether it might be a worthwhile full read, making this a brilliant time-saver. It’s even more powerful when combined with ChatGPT’s new(ish) memory features – my account ‘knows’ what I’ve been working on from recent chats, so is even better able to judge what’s useful.

For sure, I’ll be exploring more of this over the coming weeks, as it’s clear I’ve barely scratched the surface of how useful it could be yet. Have you used Apple Shortcuts to create smart study hacks? Let us know in the comments!

ElevenLabs Reader is the TTS robot you need!

ElevenLabs Reader : Enjoy it while it’s free!

Leave a comment

I’ve raved before about the fantastic text-to-speech facility at ElevenLabs. Voices so realistic they pretty much pass for human, that work across languages, and can even clone your own.

Well, there’s a little-feted app that the ElevenLabs team are behind that is a similar show-stopper in its category. It’s simply called Reader, and is a free text-to-speech narration app for Android and iOS. 

Like the company’s web-based TTS service, it has the same range of emotive, expressive, ultra-realistic voices. It can also cope well narrating many languages, which are autodetected. Best of all for me is that it links with your device’s documents, so I can quickly import the papers I’m reading. Listening AND reading has made a massive difference to my comprehension and recall – multimodal is definitely the way forward for me!

You do get the odd strange artefact in the readout, but the product is still in Beta (likely the reason it’s currently completely free), and glitches are rare. What I’m also missing in it is the ability to tweak imported texts in-app, as you can do with Speechify. This would allow some cleaning of the file pre-narration (I lost count of the number of times I had to skip the page footer DOI link, which it hilariously mis-narrated many times). You can, of course, simply export and clean the files as text before importing, which gets round that.

In any case, they’re worth putting up with while the app is still free and in Beta. Even as it is, you have features here that you’d pay a small fortune for in other apps (ahem, Speechify). Definitely worth a punt if you’re looking for TTS support in your reading! Find download links for Android and iOS here.

The cover of Scottish Gaelic - A Comprehensive Grammar (Routledge)

Scottish Gaelic : A Comprehensive Grammar Released This Week!

Leave a comment

It’s a moment Gaelic learners and general language aficionados have been waiting a long time for. Routledge has finally added the language to its Comprehensive Grammar series!

Released this week, the new reference work by Edinburgh University’s Professor William Lamb fills a real gap on the Gaelic bookshelf. Learners looking for a modern guide have had a much narrower choice of much briefer handbooks, such as Michel Byrne’s excellent, but rather slim Gràmar na Gàidhlig. Either that, or explore the  ambitious descriptive grammars of old, like Shaw’s 18th-Century Analysis of the Gaelic Language, which is fascinating, but not particularly contemporary (although you know I love an ancient language manual).

The new Routledge tome weighs in at a hefty 580 pages, and looks to be an exhaustive tour of the contemporary language. It’s also very reasonably priced at around the £30 mark (compare, for example, the price of the Swedish counterpart!). If you’re a student, then you can get an additional 25% off that by buying directly from Routledge via a student discount site like Student Beans.

Suas leis a’ Ghàidhlig!

The exchange of vows at a wedding

A Cultural Exchange After The Vows

Leave a comment

As people fixated on all things language, we often assume that those outside our bubble are oblivious to the joy we get from dabbling, finding out about and having fun with words. But at a cross-cultural wedding this weekend, I was delighted as the topic of language came up, again and again – and people just ran with it.

The ceremony was between a Scottish-English friend and her Latvian partner, with a small group of celebrants on either side. The Latvian party spoke both Latvian and Russian amongst each other, all with very good English (of course!). The Brits were, encouragingly, a multilingual lot too, which is always good to see (our reputation preceding us all too often).

The touch-point was simple curiosity. It was time for the toasts and the meal, and someone piped up how do you say cheers in Latvian? That’ll be priekā! Soon on its heels followed how do you say bon appetit in Latvian? (Labu apetīti!) Before we knew it, we were deep in linguistic exchange. It wasn’t one-way, either; when it transpired that a waitress was a Doric Scots speaker, like one of our party, a whole other language lesson was delivered back to our Latvian friends. Fit, faa, foo…yes, they really are question words in Aberdeenshire!

The loveliest thing was that it didn’t stop at the initial tidbit of info. The newly shared Latvian and Doric phrases kept ringing out throughout the meal, practised by the guests in much the same way as kids show off a new skill. It was an absolute joy to witness – learning about each other through language, and using that knowledge to keep a new dialogue going. When the time to say goodbye arrived, I’d already Google Translated and memorised a snippet to part on, tipsily:

  • Bija jauki iepazīties (it was lovely to meet up)

Making connections like this and seeing them flourish refreshes our faith in humanity. When we explore and celebrate our diversity, we are truly at our best.

A panda catching letters and words from a magical social media stream (bookmarks are handy!)

Bookmarks SOS – Save Our (Language Learning) Stories!

Leave a comment

There’s been a truly creative explosion of language learning accounts on social media in the past couple of years. Every week I notice more and more content creators popping up, eager to share tips and tricks for learners of their language.

I’ve spotted some gems on Instagram lately, for instance. In Greek alone, I’m getting a lot from the regular postings of greeklearninghub, glossonauts, onlinegreek and greekwithdimitris (amongst many others).

But how best to engage with these feeds systematically as learning resources?

The problem is that they’re embedded in feeds that are meant to be fleeting. Watch, scroll, never see again. But when you spot a good one you’d like to spend more time with, there’s a feature that I only noticed recently – a little life-saver under my nose all along, that grabs them from the stream before they float away.

Story bookmarks!

Bookmarks SOS – Save Our Stories

In fact, it’s not just the bookmarks feature of social media apps that helps rescue these learning nuggets. Many platforms also have bookmark folders (TikTok calls them Collections), which means they can be organised by language, topic, or whatever else you like. 

Bookmarks organised into folders on Instagram

Bookmarks organised into folders on Instagram

Once saved, you can set a time to go back over them – ideally scheduling it as a weekly tactic. Write down useful phrases, add them to Anki, or whatever else you find useful in your own learning.

It’s a tiny little hack, and one so obvious – it was under my nose the whole time – that it took me an age to start using it. But it’s a great way to catch those potted lessons before the social media deluge carries them away!

French Coffee Breaks

Leave a comment

If you know me, you’ll know that French was long my ‘also ran’ language – solid but under-used and under-practised. But that’s been changing more and more in recent years, as the language has been unexpectedly useful for a whole range of reasons. So this week, here’s a wee heads-up from me about a book I’ve been finding super useful for brushing up my French: 50 French Coffee Breaks.

I’ve been aware of the Coffee Breaks Languages brand for a while, thanks to their series of podcasts. They’re not actually a resource I’d used much in the past, as I had the impression the level was a bit basic. Wrong false impressions – I was pepped up by their Swedish ‘holiday soap opera’ lately, which was far from beginners-only, and really helped prepare for a trip to Malmö.

Anyway, roll on to now, and me, searching for something to improve my French. I’m a repeat false beginner – I did French at school, but ditched it for German and Spanish early on. Since then, though, it’s become incredibly useful (and attractive) as the language of a wonderful country that is very close to my own, and so very easy to visit! Cue lots of ‘improve my French’ blitz sessions over the years.

The cover of the book 50 French Coffee Breaks
50 French Coffee Breaks

French Coffee Breaks

For that French blitz, there are a couple of good, systematic improve-your-French books about, including the excellent Teach Yourself French Tutor, which I’ve used for grammar training. And it’s Teach Yourself that are behind the 50 Coffee Break books too, so there’s heritage and form backing the format.

The approach couldn’t be better for a busy linguist fitting in an extra maintenance language amidst everything else. The chapters offer 5, 10 and 15-minute practice sessions, across a range of useful (very travel-friendly) topics. In fact, they generally took me less time, depending on the level, but in every case they either strengthened something I’d half-forgotten, or taught me something new.

It’s definitely the kind of book you’ll want to write on and deface with a pen – anathema I know (books are my temple too!) but I made an exception with this one. There’s something very satisfying about filling it with scribble, and the pocket paperback format is perfect for it (I’d never sully my Teach Yourself Tutor books this way, mind!).

Overall, a fab purchase that has confirmed how useful the Coffee Break Languages materials are after all. I was thrilled to see that a Swedish version was released only last year too, something that had escaped my attention. Needless to say, I’ve got that one on my shelf now too…