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[PDF][PDF] The Kaldi OpenKWS System: Improving Low Resource Keyword Search.
The IARPA BABEL program has stimulated worldwide research in keyword search
technology for low resource languages, and the NIST OpenKWS evaluations are the de …
technology for low resource languages, and the NIST OpenKWS evaluations are the de …
Sparse subspace modeling for query by example spoken term detection
This paper focuses on the problem of query by example spoken term detection (QbE-STD) in
zero-resource scenario. Current state-of-the-art approaches to tackle this problem rely on …
zero-resource scenario. Current state-of-the-art approaches to tackle this problem rely on …
Radio-browsing for developmental monitoring in Uganda
We consider the extraction of information from broadcast radio speech in Uganda for the
purposes of informing relief and development programmes by the United Nations. Although …
purposes of informing relief and development programmes by the United Nations. Although …
Joint learning of distance metric and query model for posteriorgram-based keyword search
In this paper, we propose a novel approach to keyword search (KWS) in low-resource
languages, which provides an alternative method for retrieving the terms of interest …
languages, which provides an alternative method for retrieving the terms of interest …
Spoken term detection for Persian news of Islamic Republic of Iran broadcasting
Islamic Republic of Iran Broadcasting (IRIB) as one of the biggest broadcasting
organizations, produces thousands of hours of media content daily. Accordingly, the IRIB's …
organizations, produces thousands of hours of media content daily. Accordingly, the IRIB's …
Generative RNNs for OOV keyword search
The modeling of text queries as sequences of embeddings for conducting similarity
matching based search within speech features has been recently shown to improve keyword …
matching based search within speech features has been recently shown to improve keyword …
Semi-supervised training in low-resource ASR and KWS
In particular for “low resource” Keyword Search (KWS) and Speech-to-Text (STT) tasks,
more untranscribed test data may be available than training data. Several approaches have …
more untranscribed test data may be available than training data. Several approaches have …
[PDF][PDF] Similarity Learning Based Query Modeling for Keyword Search.
In this paper, we propose a novel approach for query modeling using neural networks for
posteriorgram based keyword search (KWS). We aim to help the conventional large …
posteriorgram based keyword search (KWS). We aim to help the conventional large …
Search on speech from spoken queries: the multi-domain international albayzin 2018 query-by-example spoken term detection evaluation
The huge amount of information stored in audio and video repositories makes search on
speech (SoS) a priority area nowadays. Within SoS, Query-by-Example Spoken Term …
speech (SoS) a priority area nowadays. Within SoS, Query-by-Example Spoken Term …
Re-ranking spoken term detection with acoustic exemplars of keywords
Spoken term detection (STD) systems rank hypothesized detections by scores, which
indicate how confident a hypothesized detection is a true instance of the keyword. Many …
indicate how confident a hypothesized detection is a true instance of the keyword. Many …