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  1. Results that match 1 of 2 words

  2. Bin Jia, Khe Chai Sim et al: CU-HTK RT03 ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/jia_rt03s.pdf
    23 Jun 2003: Acoustic Training Set-Up. • Acoustic/Training Test Data:– training data: 34.9 hours, 379 sides, from LDC CallHome (22.4hrs) and. ... dev02 numbers use manual segmentation, eval03 uses automaticsegmentation. • Comparison of dev02 and eval03
  3. Single Pronunciation DictionariesConstruction and Performance Thomas…

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/hain_martigny03.pdf
    16 Sep 2003: Procedure. Training only Test onlyBoth dictionaries. single variant. substitutions. insertion. deletionsorA B C. ... Pronunciation variants in training and test. Combining different strategies in training and test.
  4. Global Optimisation of Neural Network Models Via Sequential…

    mi.eng.cam.ac.uk/reports/full_html/freitas_icslp98.html/
    8 Mar 2000: Figure 3: Network prediction on training and test data. Actual output[.
  5. ADAPTIVE TRAINING USING STRUCTURED TRANSFORMS

    mi.eng.cam.ac.uk/reports/svr-ftp/kai_icassp04st.pdf
    27 May 2004: During training and test adaptation, a global in-terpolation weight was estimated and separate speech and silencetransforms were used for CMLLR. ... Using ST for test adaptation again yieldedabout the same as a GD system with CMLLR.
  6. SU Detection for RT-03f at Cambridge University Marcus Tomalin, ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/tomalin_rt03f.pdf
    20 Nov 2003: CTS SU-Detection System Overview. SULM_1 SULM_2. SULM_N. RTTM FILE. TEST DATA. ... Rebuild PFM and tg SULM.3. Obtain results for the dev03f test set.4.
  7. 5 Apr 2016: English Broadcast News (BN) transcription task.Two distinct sets of test data are examined. ... The first from the BNtask, yields test data acoustically matched to the training data.
  8. 20 Feb 2018: Theerror rates for all approaches are set so that the oracle error ratematches the test data. ... This is the kind of feature that the Corpus-level actKullback-Leibler divergence (CAKL) metric tests.
  9. Unsupervised Language Model Adaptation for Mandarin…

    mi.eng.cam.ac.uk/reports/svr-ftp/mrva_icslp06.pdf
    20 Jan 2007: All the test sets comprise ofshows where a show is a broadcast of a TV or radio program. ... 3.4. Results. The tests were carried out on a BC test set (dev05bcm: 3 hours,30k words, 5 shows) and two BN test sets (eval04: 1.3 hours, 11kwords, 3
  10. nips7.dvi

    mi.eng.cam.ac.uk/reports/svr-ftp/williams_nips2004.pdf
    9 Aug 2005: This is restrictive in practicein that test data may contain distortions that take it outside the strict ambit of the trainingpositives. ... This can be computed in terms of likelihoods. (1)so then the test becomes (2)where.
  11. Applying Deep Learning in Non-native Spoken English Assessment

    mi.eng.cam.ac.uk/~kmk/presentations/APSIPA2019_Knill_Keynote.pdf
    21 Nov 2019: Automate (English) spoken language assessment & learning• without simplifying/limiting form of test: “free speaking”• possibility for richer, interactive, tests• desire to assess communication skills. ... 4/45. Spoken Language Assessment &
  12. The Cambridge University March 2005 Speaker Diarisation System R. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/sinha_eurospeech05.pdf
    23 Jun 2005: data when processing all the test data togetheror 8.6% when processing the test data shows independently. ... The previous experiment was repeated adding the test dataitself, E, instead of the dev data.
  13. yokou

    mi.eng.cam.ac.uk/~sjy/papers/toyo09.pdf
    20 Feb 2018: These sentences were randomlyselected for eachspeaker andeach listener fromtheevaluationdata.3. Figure 1 shows the result of the test. ... GV-Trj. Trj. Trj. GV-Trj. F0. Mel-cep. Fig. 1. Result of opinion test on naturalness.
  14. EARS STT Overview Phil Woodland February 4th 2004 Cambridge ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/woodland_board_earsfeb04.pdf
    23 Mar 2004: Woodland: STT Overview. Measuring STT Progress. Current Test Sets : Traditional NIST speech recognition evaluation approach. • ... Progress Test Set : Fixed test set to eliminate test-set variability for trackingprogress towards program goals. •
  15. Machine Learning of Level and Progression in Spoken EAL ...

    mi.eng.cam.ac.uk/~mjfg/ALTA/presentations/CEP_Feb2016_Knill.pdf
    21 Feb 2022: Business Language Testing Service (BULATS) Spoken Tests. • Example of a test of communication skills A. ... Use automatic grader • for grading practice tests/learning process • in combination with human graders. •
  16. WHO REALLY SPOKE WHEN?FINDING SPEAKER TURNS AND IDENTITIES IN ...

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_icassp06.pdf
    9 Dec 2006: and probabilitiesFind Ngram rules. human transcriptionand diarisation. (optional)assign categories. test datatraining data. ... Rules whose probability ex-ceeds a threshold are then applied to the test data.
  17. Kim et al.: 2003 CU-HTK BN-E Systems 2003 CU-HTK ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/kim_rt03s.pdf
    24 Jul 2003: Baseline Acoustic Models: Results (I). • Development test setsBNeval98 two 1.5-hour data setsBNeval02 1-hour data setBNdev03 three hours of TDT-4 data from Jan ’01 transcribed by STT sites. • ... MLE baseline system– Add 3rd derivatives HLDA,
  18. 20 Feb 2018: In previous experiments the user simulator would change its goaland require a venue matching the new goal but this is difficult to test ina real environment. ... In future work we hope to test performance ofa deployed system, thereby both increasing the
  19. LARGE SCALE MMIE TRAINING FOR CONVERSATIONALTELEPHONE SPEECH…

    mi.eng.cam.ac.uk/reports/svr-ftp/woodland_stw00.pdf
    5 Oct 2000: 4 IMPROVING MMIE GENERALISATION. An important issue in MMIE training is the ability to generalise tounseen test data. ... The results of these experiments on both theeval97sub and eval98 test sets are shown in Table 4.
  20. 20 Feb 2018: dstc2 test - Evaluation dataset consisting of1117 dialogs collected using a dialog man-ager not seen in the labelled data. ... Table 2: Featured metrics on the test set for the 4 RNN trackers entered to the challenge.
  21. The CUHTK-Entropic 10xRT Broadcast News Transcription SystemJ.J.…

    mi.eng.cam.ac.uk/reports/svr-ftp/odell_darpa99.pdf
    8 Mar 2000: In tests the fastercache led to 6-8% faster decoder operation on a Xeon than onthe equivalent Pentium II. ... Further tests under different operating systems indicated that. compiler efficiency was also an important issue.
  22. Uncertainty: Knowing What You Don't Know

    mi.eng.cam.ac.uk/~mjfg/mjfg_cncc2021.pdf
    20 Jun 2023: Use CIFAR-100 for out-of-distribution (OOD) training data• evaluate performance in detecting OOD test samples• metric AUC (average 10 randomly initialised models 2σ).
  23. Experiments with Fisher Data Gunnar Evermann, Bin Jia, Kai ...

    mi.eng.cam.ac.uk/research/projects/EARS/pubs/evermann_sttmay04.pdf
    25 May 2004: Test setseval03 6h set from Fisher and Swb2-5 data, 72 conversationsdev04 3h set from Fisher, 36 conversations. ... WER on eval03, fsh2004sub models, unadapted, 2003 trigram. Test with adaptation in P1-P2 system:.
  24. 12 Apr 2022: You are required to design, implement, test and evaluate a program writtenin C++ to display and analyse the past trading price data. ... Session 4 Shipping working functions to team directory(Day 2 afternoon) Testing on test data sets 60 minutes.
  25. DESIGN OF FAST LVCSR SYSTEMS G. Evermann & P.C. ...

    mi.eng.cam.ac.uk/reports/svr-ftp/evermann_asru2003.pdf
    23 Sep 2003: For BN the test datais taken from radio and TV news shows (for example CNNHeadline News, ABC World News Tonight). ... The 2003 BNeval test set consists of 6 half-hour excerpts from Radio andTV broadcasts taken from February 2001.
  26. Machine Learning of Level and Progression in Spoken EAL ...

    mi.eng.cam.ac.uk/~kmk/presentations/CEP_Feb2016_Knill.pdf
    12 May 2016: Business Language Testing Service (BULATS) Spoken Tests. • Example of a test of communication skills A. ... Use automatic grader • for grading practice tests/learning process • in combination with human graders. •
  27. GENERATING AND EVALUATING SEGMENTATIONS FOR AUTOMATIC…

    mi.eng.cam.ac.uk/reports/svr-ftp/tranter_icassp04.pdf
    25 May 2004: 8. REFERENCES. [1] NIST, “The Rich Transcription Spring 2003 (RT-03S)Evaluation Plan, version 4,” http://www.nist.gov/speech/tests/rt/rt2003/spring/docs/rt03-spring-eval-plan-v4.pdf , ... 2] NIST, “Benchmark Tests : Rich Transcription (RT),”http:/
  28. 22 Nov 2006: C-Aug ML CML 7.3 9.1. Table 1. Training and test error rates for CAN/CAN’T. ... model (tests on MMI HMMssuggest that this may yield a gain of up to 0.5% absolute).
  29. K. Yu, M.J.F. Gales and P.C. Woodland Cambridge University ...

    mi.eng.cam.ac.uk/~mjfg/yu-interspeech07.pdf
    11 Jan 2008: 3.3. Test datasets. The test sets used to evaluate the systems are bnmdev06 and bcmdev05.bnmdev06 comprises 3.6 hours of data taken from a range of BNsources. ... It includes some of the standard existing test sets describedin [10], dev04f, eval03m and
  30. 20 Feb 2018: Note that the generated dialogues are used as trainingand test data for belief trackers as well as the GP policy. ... To test belief tracking accuracy, 5000 dialogues were gener-ated using the agenda-based simulated user and a handcraftedpolicy.
  31. Machine Intelligence Laboratory

    mi.eng.cam.ac.uk/Main/FI224_Research
    TPAs are economic, off-the-shelf, and they have several interesting properties. They can form flexible or rigid structures by means of existing fast-prototyping techniques and can be also used
  32. Abstract for clarkson_icassp97

    mi.eng.cam.ac.uk/reports/abstracts/clarkson_icassp97.html
    27 Jul 2020: Both techniques yield a significant reduction in perplexity over the baseline trigram language model when faced with multi-domain test text, the mixture-based model giving a 24% reduction and the
  33. MultiMedia Document Retrieval (1997-2000)

    mi.eng.cam.ac.uk/research/projects/Multimedia_Document_Retrieval/
    7 Oct 2001: The final HTK system yielded an overall word error rate of 22.0% on the 1996 unpartitioned broadcast news development test data and just 16.2% on the evaluation test set - ... Work on relevance feedback, both on the the test collection, and on a (larger)
  34. Abstract for woodland_lvcsr01

    mi.eng.cam.ac.uk/reports/abstracts/speech/woodland_lvcsr01.html
    27 Jul 2020: Results are presented for the 2001 development and evaluation test sets.
  35. Abstract for rohling_firstyear

    mi.eng.cam.ac.uk/reports/abstracts/rohling_firstyear.html
    27 Jul 2020: Initial tests show that measurement errors, including image artifacts, are significant enough to obscure and distort diagnostically important information.
  36. Abstract for donovan_thesis

    mi.eng.cam.ac.uk/reports/abstracts/donovan_thesis.html
    27 Jul 2020: The segmental intelligibility was measured using the Modified Rhyme Test, and a 5.0% error rate obtained.
  37. Abstract for holden_tr161

    mi.eng.cam.ac.uk/reports/abstracts/holden_tr161.html
    27 Jul 2020: We discuss the best way in which to define an optimum architecture, and we then use various ideas from linear algebra to derive an algorithm, which we test experimentally.
  38. Abstract for arandjelovic_OTCBVS06

    mi.eng.cam.ac.uk/reports/abstracts/arandjelovic_OTCBVS06.html
    27 Jul 2020: Our system achieved a high correct identification rate of 97% on a freely available test set of 29 individuals and extreme illumination changes.
  39. Abstract for lovell_neocognitron

    mi.eng.cam.ac.uk/reports/abstracts/lovell_neocognitron.html
    27 Jul 2020: Tests of Fukushima's original system and the novel systems proposed in this paper suggest that the neocognitron is unable to achieve the rformance of existing digit classifiers due to its
  40. Abstract for woodland_arpa96

    mi.eng.cam.ac.uk/reports/abstracts/speech/woodland_arpa96.html
    27 Jul 2020: The HTK system yielded the lowest error rates in both the H3-P0 and H3-C0 tests.
  41. Abstract for blackburn_thesis

    mi.eng.cam.ac.uk/reports/abstracts/blackburn_thesis.html
    27 Jul 2020: The system is evaluated on two test databases, one including speaker-specific X-ray training data and the other acoustic data alone, and improvements in word recognition accuracy are obtained in
  42. CUHTK Brodacast News English Recipe

    mi.eng.cam.ac.uk/~mjfg/private/CUHTK-BNE-Recipe/
    14 Jun 2004: Test Data. to be completed. For testing with some decoders (e.g. ... ge204@watch$ /home/solveb/hub5/htkbin/bin.i686/HRConvert.090302 /home/widowb/ears/bn-E/exp/eval98-test/hmms/hrconvert.cfg -a hmm164/MMF -b xwrd.clustered.mlist -c hmm164/RMF |
  43. Abstract for niesler_thesis

    mi.eng.cam.ac.uk/reports/abstracts/niesler_thesis.html
    27 Jul 2020: A technique that optimises the length of individual n-grams is proposed, and experimental tests show it to lead to improved results.
  44. The CUHTK-Entropic 10xRT Broadcast News Transcription System

    mi.eng.cam.ac.uk/reports/full_html/odell_darpa99.html/
    1 Mar 2000: On the 1998 test the system produced an average word error rate of 16.1% running in 9.5xRT. ... In tests the faster cache led to 6-8% faster decoder operation on a Xeon than on the equivalent Pentium II.
  45. Prediction of Total and Regional Body Composition from 3D ...

    mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2024-4-Body-composition.pdf
    23 Apr 2024: DXA) rather than the mean betweenthe two methods. Mean differences/biases between the two methods were calculated and significance wastested against zero by paired t-tests. ... produced meshes that were comparably accurate to 3DOscans [29], by predicting
  46. Abstract for navaratnam_hierarchical

    mi.eng.cam.ac.uk/reports/abstracts/navaratnam_hierarchical.html
    27 Jul 2020: Experimental results show that the proposed technique produces good estimates of the human 3D pose on a range of test videos in a cluttered environment.
  47. The Cambridge University March 2005 Speaker Diarisation System

    mi.eng.cam.ac.uk/reports/full_html/sinha_eurospeech05.html/
    22 Sep 2005: Using just the target test show for Ewas not effective. ] The DER on the. ... E. uses the test data (unsupervised). Concatenation () and MAP adapted ( ) results are given.
  48. 29 Apr 2024: Extensive experiments demonstrate the superiority of our approach breaking the across diverse LLMs and test settings. ... One possible approach to this problem uses sub-character decomposition for training and test sentences.
  49. LARGE SCALE MMIE TRAINING FOR CONVERSATIONAL TELEPHONE SPEECH…

    mi.eng.cam.ac.uk/reports/full_html/woodland_stw00.html/
    5 Oct 2000: An important issue in MMIE training is the ability to generalise to unseen test data. ... Tests were performed on both the eval97sub and the 1998 evaluation set (eval98).
  50. Abstract for oa214_CVPR_2005_paper2

    mi.eng.cam.ac.uk/reports/abstracts/oa214_CVPR_2005_paper2.html
    27 Jul 2020: subset; (ii) we include a pose refinement step to optimize the registration between the test image and face exemplar; and (iii) we use robust distance to a sub-space to allow
  51. Who Really Spoke When? Finding Speaker Turns and Identities in…

    mi.eng.cam.ac.uk/reports/full_html/tranter_icassp06.html/
    9 Dec 2006: Rules with probability over a certain threshold are run simultaneously on the test data. ... Rules whose probability exceeds a threshold are then applied to the test data.

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