[PDF][PDF] Bidirectional Recurrent Neural Network with Attention Mechanism for Punctuation Restoration.

O Tilk, T Alumäe - Interspeech, 2016 - researchgate.net
Automatic speech recognition systems generally produce unpunctuated text which is difficult
to read for humans and degrades the performance of many downstream machine …

Behavioral signal processing: Deriving human behavioral informatics from speech and language

S Narayanan, PG Georgiou - Proceedings of the IEEE, 2013 - ieeexplore.ieee.org
The expression and experience of human behavior are complex and multimodal and
characterized by individual and contextual heterogeneity and variability. Speech and …

To 'errrr'is human: ecology and acoustics of speech disfluencies

E Shriberg - Journal of the international phonetic association, 2001 - cambridge.org
Unlike read or laboratory speech, spontaneous speech contains high rates of disfluencies
(eg repetitions, repairs, filled pauses, false starts). This paper aims to promote 'disfluency …

Prosody-based automatic segmentation of speech into sentences and topics

E Shriberg, A Stolcke, D Hakkani-Tür, G Tür - Speech communication, 2000 - Elsevier
A crucial step in processing speech audio data for information extraction, topic detection, or
browsing/playback is to segment the input into sentence and topic units. Speech …

Enriching speech recognition with automatic detection of sentence boundaries and disfluencies

Y Liu, E Shriberg, A Stolcke, D Hillard… - … on audio, speech …, 2006 - ieeexplore.ieee.org
Effective human and automatic processing of speech requires recovery of more than just the
words. It also involves recovering phenomena such as sentence boundaries, filler words …

Prosodic correlates of sentences in signed languages: A literature review and suggestions for new types of studies

E Ormel, O Crasborn - Sign Language Studies, 2012 - JSTOR
This article contains a literature review of evidence of large prosodic domains that
correspond to syntactic units such as a clause or a sentence. In particular, different phonetic …

[PDF][PDF] LSTM for punctuation restoration in speech transcripts.

O Tilk, T Alumäe - Interspeech, 2015 - isca-archive.org
The output of automatic speech recognition systems is generally an unpunctuated stream of
words which is hard to process for both humans and machines. We present a two-stage …

[PDF][PDF] Phonetic consequences of speech disfluency

E Shriberg - Proceedings of the International Congress of Phonetic …, 1999 - Citeseer
Unlike read or laboratory speech, spontaneous speech contains high rates of disfluencies
(eg, repetitions, repairs, filled pauses). Such events reflect production problems frequently …

[PDF][PDF] Better punctuation prediction with dynamic conditional random fields

W Lu, HT Ng - Proceedings of the 2010 conference on empirical …, 2010 - aclanthology.org
This paper focuses on the task of inserting punctuation symbols into transcribed
conversational speech texts, without relying on prosodic cues. We investigate limitations …

Capitalization and punctuation restoration: a survey

V Păiş, D Tufiş - Artificial Intelligence Review, 2022 - Springer
Ensuring proper punctuation and letter casing is a key pre-processing step towards applying
complex natural language processing algorithms. This is especially significant for textual …