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When a speaker leaves a voicemail message there are prosodic cues that emphasize the important points in the message, in addition to lexical content. In this paper we compare and visualize the relative contribution of these two types of features within a voicemail summarization system. We describe the system's ability to generate summaries of two test sets, having trained and validated using 700 messages from the IBM Voicemail corpus. Results measuring the quality of summary artifacts show that combined lexical and prosodic features are at least as robust as combined lexical features alone across all operating conditions
A new method for predicting prosodic parameters, i.e. phone durations and F0 targets, from preproce...
Identifying whether an utterance is a statement, question, greeting, and so forth is integral to eff...
A persistent problem for keyword-driven speech recognition sys-tems is that users often embed the to...
This paper presents a novel data-driven approach to summarizing spoken audio transcripts utilizing l...
This article presents trainable methods for extracting principal content words from voicemail messag...
This paper is about the evaluation of a system that generates short text summaries of voicemail mess...
This paper is about the evaluation of a system that generates short text summaries of voicemail mess...
The inherently linear and sequential property of speech raises the need for ways to better navigate...
This paper describes the development of a system to transcribe and summarize voicemail messages. The...
This paper investigates how prosodic features can be used to augment lexical features for meeting su...
This paper is about a system that extracts principal content words from speech-recognized transcript...
We present results of an empirical study of the usefulness of different types of features in selecti...
In this paper we show how prosody can be used in spo-ken dialog systems. First, we describe the phen...
Several approaches to automatic speech summarization are discussed below, using the ICSI Meetings co...
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Brain and Cognitive Sciences, 2007....
A new method for predicting prosodic parameters, i.e. phone durations and F0 targets, from preproce...
Identifying whether an utterance is a statement, question, greeting, and so forth is integral to eff...
A persistent problem for keyword-driven speech recognition sys-tems is that users often embed the to...
This paper presents a novel data-driven approach to summarizing spoken audio transcripts utilizing l...
This article presents trainable methods for extracting principal content words from voicemail messag...
This paper is about the evaluation of a system that generates short text summaries of voicemail mess...
This paper is about the evaluation of a system that generates short text summaries of voicemail mess...
The inherently linear and sequential property of speech raises the need for ways to better navigate...
This paper describes the development of a system to transcribe and summarize voicemail messages. The...
This paper investigates how prosodic features can be used to augment lexical features for meeting su...
This paper is about a system that extracts principal content words from speech-recognized transcript...
We present results of an empirical study of the usefulness of different types of features in selecti...
In this paper we show how prosody can be used in spo-ken dialog systems. First, we describe the phen...
Several approaches to automatic speech summarization are discussed below, using the ICSI Meetings co...
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Brain and Cognitive Sciences, 2007....
A new method for predicting prosodic parameters, i.e. phone durations and F0 targets, from preproce...
Identifying whether an utterance is a statement, question, greeting, and so forth is integral to eff...
A persistent problem for keyword-driven speech recognition sys-tems is that users often embed the to...
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