The PF-STAR project intended to contribute to establish future activities in the field of multisensorial and multilingual communication (interface technologies) on firmer bases by providing technological baselines, comparative evaluations, and assessment of prospects of core technologies, which future research and development efforts can build from. To this end, the project addressed three crucial areas: technologies for speech-to-speech translation, the detection and expressions of emotional states, and core speech technologies for children. For each of them, promising technologies/approaches were selected, further developed and aligned towards common baselines. The results were assessed and evaluated with respect to both their performances and future prospects. To maximise the impact, the duration of the project was limited to 24 months, and the workplan was designed to delivered results in two stages: at mid-project term (month 14), and at the end of the project. This permitted to make relevant results available as soon as possible, and in particular on time for them to be used during the preparatory phase of the first call of FP6. The Lehrstuhl fΓΌr Informatik 6 was involved in the comparative evaluation and further development of speech translation technologies. The statistical approach was compared to an interlingua based approach. After the evaluation phase, the two approaches were further developed and aligned towards common baselines. PF-STAR was supported by the European Union.
The 22nd edition of IWSLT will be co-located with @aclmeeting in Vienna, Austria on 31 July-1 Aug 2025!
Stay tuned for the CFP and more info about our 2025 shared tasks! Join our google group for periodic updates.
In "Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps," @BeatriceSavoldi, @DennisFucci, @dirk_hovy, and I show how speech recognition serves different gender groups differently and what to do about it.
Meet @sarapapi, @BeatriceSavoldi, and @negri_teo at EMNLP 2024 in Miami next week! π΄
They will present two main conference papers about human-centered #MT and #genderbias, and #opensource #speech resources!
π Details here: https://mt.fbk.eu/our-postdocs-sara-papi-and-beatrice-savoldi-and-our-researcher-matteo-negri-at-emnlp-2024/
#NLProc #EMNLP2024
Weekly pick from the #MeetweenScientificWatch: "Vcoder: Versatile Vision Encoders for Multimodal LLMs" - A novel encoder boosts object perception in MLLMs, outperforming GPT-4V in visual reasoning! ππ