I first wrote about mid-utterance interruptions due to pauses 7 years ago!
Today we launched Dialog-RSN-1, and it pauses with you. If you say "my ref ID is 4, 7, 1…" and go quiet while you check the next digits, it waits.
See the full video demo here 🎉
poly.ai/dialog-rsn-1
Dialog-RSN-1 is now GA, and anyone can get an API key and build on it today.
Comparing real-time voice models? Start with the numbers. Median first-token latency is under 300ms, about the length of a blink. It has the highest quality, audio-understanding, and safety scores of any real-time-capable model, and it’s efficient enough to scale to every conversation you have.
It’s audio-native, so turn-taking, speech recognition, function calling, and the response all happen in a single pass, with a separate voice output you control.
Get started in three steps:
1. Pick your path: our Agent Development Kit (ADK), AWS SageMaker, or the public API, wherever your stack already lives.
2. Create your account and grab your API key.
3. Clone an example, add your key, and talk to it in your browser.
Start now here: studio.poly.ai/start-buildin…
We're looking for interns to join us at @AmazonScience! Come build the future of AI with us.
We just launched Alexa+ in the UK and there's so much more to come 🎉
MS/PhD students in GenAI, LLMs, speech, NLP & more - this one's for you. Based in London or Cambridge.
Links in 🧵
Apply here: amazon.jobs/en/jobs/3126764/…
And if you haven't tried Alexa+ yet, sign up here: amazon.co.uk/newalexa
📢 Call for Papers: #SIGDIAL2026
Submit your latest work on discourse & dialogue to the 27th Annual SIGdial Conference (Atlanta, July 13–15, 2026)!
🗓 Deadlines (AoE)
• Mar 23 – Title & abstract
• Mar 30 – Full paper (PDF)
• May 4 – ARR commitment
• May 25 – Notifications
Our SPRING Project paper has just been published in the International Journal of Social Robotics! 🎉
📄 Socially Pertinent Robots in Gerontological Healthcare
We explore how hospital patients & our robot Ari can engage in natural, useful conversations
link.springer.com/article/10…
The paper ties together work from 8 institutions to advance human–robot interaction (HRI) in real healthcare settings
We address:
• Robot navigation in clinical environments
• Speech processing & non-verbal behaviour
• Accessible conversational AI for older adults
• & more!
This was a major collaboration across Europe, huge thanks to:
@oliverlemon for leading the team from @HeriotWattUni, and all SPRING partners & colleagues who made it possible (see the huge author list!)
A milestone for socially assistive robotics in healthcare! 🤖💬
It has been wonderful collaborating with my friends at @HeriotWattUni 's Interaction Lab (@iLab_hwu). Thanks!
In January, I submitted my PhD thesis titled: "Incremental Multi-party Conversational AI for People with Dementia"
Luckily, even the sun came out for graduation day ☀️
Congratulations to artificial intelligence graduate John-Angus Addlesee, who is the third generation of his family following his father and grandfather to study at Heriot-Watt University. 🎓👏
#HeriotWattUni #HWUGrads
Angus Addlesee retweeted
Thrilled to get this paper out, a great collaboration with @UCL_VoCoLab, @Addlesee_AI and @verena_rieser on how self-bias and sense of agency over a voice is altered when that voice is used to represent oneself in a social interaction.
Self-ownership, not self-production, modulates bias and agency over a synthesised voice
📢New from: Bryony Payne, Angus Addlesee, Verena Rieser, & Carolyn McGettigan
sciencedirect.com/science/ar…
Angus Addlesee retweeted
Multi-party Multimodal Conversations Between Patients, Their Companions, and a Social Robot in a Hospital Memory Clinic
Angus Addlesee, N. Cherakara, N. Nelson, D.H. Garcia, N. Gunson, W. Sieińska, C. Dondrup, O. Lemon
aclanthology.org/2024.eacl-d…
Best Demo Award #eacl2024
I am delighted to announce that we won the "Best Demo Award" at #EACL2024 🎉
It can be found here: aclanthology.org/2024.eacl-d…
Thanks @eaclmeeting!
Authors: @Addlesee_AI, @n_cherakara, Nivan Nelson, @d_hgarcia, @nagunson, Weronika Sieińska, @cdondrup and @oliverlemon
@iLab_hwu
Next week, I'll be speaking at the @EuropeanChatbot Summit 🎉🎉
I will present both my research, and the work by @HeriotWattUni's team on the @SpringH2020 project!
We will also be bringing the ARI Robot by @PALRobotics with @oliverlemon, @nagunson, & @n_cherakara
@iLab_hwu
I am also excited to be on a research panel with Kulvinder Panesar (@kaykpanesar), Anuragini Shirish (@TAAnuragini), Anna Xygkou (@anna_ksigou), and Amany Elbanna (@DrElbannaAmany1) on the 13th March!
Angus Addlesee retweeted
Well done to the researchers!!
Angus Addlesee, @Addlesee_AI
Nancie Gunson, @nagunson
Daniel Hernández García
Weronika Sieińska
Marta Romeo
Christian Dondrup, @cdondrup
Oliver Lemon, @oliverlemon
And special thanks to our interns:
Neeraj Cherakara, @n_cherakara
Nivan Nelson
This was fun to curate! Check out our work through iLab Wrapped @iLab_hwu
I have some fantastic colleagues 🎉
Welcome to iLab Wrapped!!🎉🎉
It's the end of 2023, so let's take a dive into some of the Interaction Lab's papers.
Please follow your favourite authors so you can keep up with their work beyond their time at @iLab_hwu
(apologies if the thread updates slowly - @Addlesee_AI)
Angus Addlesee retweeted
The first iLab paper of 2023 was at #IWSDS2023!
"Data Collection for Multi-party Task-based Dialogue in Social Robotics"
By @Addlesee_AI, Weronika Sieińska, @nagunson, Daniel Hernandez Garcia, @cdondrup & @oliverlemon
With @SpringH2020 & @PALRobotics
drive.google.com/file/d/1gUs…
Angus Addlesee retweeted
The WTF workshop at @ACM_CUI
"Building for Speech: Designing the Next Generation of Social Robots for Audio Interaction" by @Addlesee_AI @g_papaioannou and @oliverlemon
We highlight critical problems that prevent spoken interactions with social robots.
arxiv.org/abs/2311.01146
Angus Addlesee retweeted
Finally, @ACM_CUI !
"Understanding and Answering Incomplete Questions" by @Addlesee_AI and @mdtux at @AmazonScience
We artificially interrupted 21k questions paired with their #SPARQL queries targeting @wikidata to recover from long mid-utterance pauses
amazon.science/publications/…
Angus Addlesee retweeted
Also at @sigdial
"Multi-Party Goal Tracking With LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering" by @Addlesee_AI , Weronika Sieińska, @nagunson, Daniel Hernandez Garcia, @cdondrup & @oliverlemon
Establishing the MP goal-tracking task
aclanthology.org/2023.sigdia…



















