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Stefan Gerdjikov

2 accepted papers

2024

Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness

EMNLP 2024main

The inability to utilise future contexts and the pre-determined left-to-right generation order are major limitations of unidirectional language models. Bidirectionality has been introduced to address those deficiencies. However, a crucial shortcoming of bidirectional language models is the potential…

Cited by 0SourcePDFScholar
2023

StreamSpeech: Low-Latency Neural Architecture for High-Quality on-Device Speech Synthesis

ICASSP 2023accepted

Neural text-to-speech (TTS) systems have recently demonstrated the ability to synthesize high-quality natural speech. However, the inference latency and real-time factor (RTF) of such systems are still too high for deployment on devices without specialized hardware. In this paper, we describe Stream…

Cited by 0SourceScholar