White Papers

Maximum Entropy Confidence Estimation for Speech Recognition

Overview For many Automatic Speech Recognition (ASR) applications, it is useful to predict the likelihood that the recognized string contains an error. This paper explores two modifications of a classic design. First, it replaces the standard maximum likelihood classifier with a maximum entropy classifier. The maximum entropy framework carries the dual advantages discriminative training and reasonable generalization. Second, it includes a number of alternative features. The ASR system is heavily pruned, and often produces recognition lattices with only a single path. These alternate features are meant to serve as a surrogate for the typical features that can be computed from a rich lattice.

By downloading you agree to our Terms and Conditions. These include information regarding use of your personal data.

Publisher: Microsoft
File Format: PDF
Date Published: Dec 13, 2008
Format: White Papers
Topics: Voice Recognition

Similiar White Papers

Using Speech Recognition With Different Languages in Office

This feature of using speech recognition with different languages in Office is available in the Simplified Chinese, Trad

Publisher: Microsoft Tips | Tags: microsoft office, office, speech recognition, xp

UK Airport Handles More Calls With Self-Service Automation Through IVR

Newcastle International Airport wanted to reduce the burden on front-desk customer service staff through a more flexible

Publisher: Nortel Networks | Tags: applications, customer service, software, speech recognition, uk

Avaya Case Study: arvato services

Client requirements necessitated that arvato services record all calls from more than 200 extensions on its Application

Publisher: Avaya | Tags: ip, management, voip

A Large-Vocabulary Continuous Speech Recognition System for Hindi

This paper presents two new techniques that have been used to build a large-vocabulary continuous Hindi speech recogniti

Publisher: IBM | Tags: data, speech recognition

Sophisticated IVR Technology Transforms Customer Service for Leading UK Bank

Lloyds TSB wanted to enable a leading UK bank to consolidate all its telephone numbers onto a single number gateway, wit

Publisher: Nortel Networks | Tags: pbx, uk

Microsoft White Papers

Guide to Creating and Configuring a Server Cluster under Windows Server 2003

Featured white papers

The Value of Location Intelligence in the Communications Industry

Pitney Bowes

Public Services are under pressure, the challenge is to do more with less. How do you improve citizen satisfaction, increase cost efficiencies and improve service delivery? The power of location intelligence is helping many local authorities...

Download now »
Best Practices for Translating Customer Satisfaction into Revenue

Citrix Online

Today's support organisations are focused on two top-level metrics: financial results and customer satisfaction. For most, it's easy to track financial performance, but customer satisfaction is akin to speaking a foreign language...

Download now »
HP print solutions and 3M

Hewlett-Packard (HP)

The objective for 3M was to optimize office printing infrastructure at 3M locations worldwide, reduce total cost and environmental footprint. Some of the business benefits acheived by switching to HP print solutions...

Download now »