6 papers · 1 filter
PRiSM: Benchmarking Phone Realization in Speech Models
Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim +13
Phone recognition (PR) serves as the atomic interface for language-agnostic modeling for cross-lingual speech processing and phonetic analysis. Despite prolonged efforts in develop…
Searching for the Most Human-like Emergent Language
Brendon Boldt, David Mortensen
In this paper, we design a signalling game-based emergent communication environment to generate state-of-the-art emergent languages in terms of similarity to human language. This i…
Morpheme Induction for Emergent Language
Brendon Boldt, David Mortensen
We introduce CSAR, an algorithm for inducing morphemes from emergent language corpora of parallel utterances and meanings. It is a greedy algorithm that (1) weights morphemes based…
ELCC: the Emergent Language Corpus Collection
Brendon Boldt, David Mortensen
We introduce the Emergent Language Corpus Collection (ELCC): a collection of corpora generated from open source implementations of emergent communication systems across the literat…
XferBench: a Data-Driven Benchmark for Emergent Language
Brendon Boldt, David Mortensen
In this paper, we introduce a benchmark for evaluating the overall quality of emergent languages using data-driven methods. Specifically, we interpret the notion of the "quality" o…
A Review of the Applications of Deep Learning-Based Emergent Communication
Brendon Boldt, David Mortensen
Emergent communication, or emergent language, is the field of research which studies how human language-like communication systems emerge de novo in deep multi-agent reinforcement…