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CMU's Framework
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DateCategoryTaskStatusModule
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123 December 2018DevelopmentAdd forward_incrementalDONEVocoder
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223 December 2018DevelopmentAdd local and global conditioningDONEVocoder
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324 December 2018InfrastructureSetup on ADADONEVocoder
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424 December 2018ResearchAdd pre and post conv layersstackVocoder
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524 December 2018DevelopmentGenerate output and compareDONEVocoder
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624 December 2018DevelopmentCheck the wiring of loss functionDONEVocoder
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724 December 2018DevelopmentSetup to sample instead of maxDONEVocoder
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824 December 2018InfrastructureBackup the checkpoints on k14DONEVocoder
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924 December 2018Development
Add numpy.choice with probability picking for sampling instead of gumbel softmax
DONEVocoder
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1025 December 2018ResearchJust give it ccoeffs and ask it to predict the quantized wavefilestackVocoder
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1125 December 2018ResearchCode a pitch mark version of WaveNetDONEVocoder
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1225 December 2018DevelopmentAdd batching to pitch mark versionstackVocoder
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1326 December 2018DebuggingGenerate output per pitch mark and compareDONEVocoder
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1426 December 2018DebuggingDouble check the eval modeDONEVocoder
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1526 December 2018ImpactAdd an RL agent to decide which or how much data to pickstackVocoder
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1626 December 2018InvestmentAdd reparameterization based on original signal ( true posterior)stackVocoder
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1726 December 2018Infrastructure
Upgrade the website to a table instead of flow chart based representation for samples
stackDocumentation
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1826 December 2018DevelopmentAdd tqdm to the scripts for indicating progressstackGeneric
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1926 December 2018ResearchAdd windowing to the file before feeding to the modelstackVocoder
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2026 December 2018ResearchReplicate pitch mark expt for SLT and generate plots, filesDONEVocoder
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2126 December 2018DevelopmentSetup SLT pitchmark voice on ADADONEVocoder
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2226 December 2018
Investment + Impact
Write about Speech Synthesis like this : https://www.youtube.com/watch?v=OWJCfOvochA
stackGeneric
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2330 December 2018DebuggingDebug using Image CaptioningDONEVocoder
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2430 December 2018InvestmentDo some more expts with pad pack sequencing stackGeneric
https://stackoverflow.com/questions/51030782/why-do-we-pack-the-sequences-in-pytorch
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2531 December 2018DebuggingDebug with a single CNN layerRUNNINGVocoder
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2604 Jan 2019DevelopmentFinish debugging the wavenet modelRUNNINGVocoder
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2715 Jan 2019InfrastructureSetup K13RUNNINGGeneric
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2815 Jan 2019DevelopmentSetup Acoustic Modeling on k13stackAcoustic Model
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2917 Jan 2019Investment
Check https://www.inf.ed.ac.uk/teaching/courses/asr/2017-18/asr12-seq.pdf
stackVocoder
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Quantify the goodness of fit in the context of mixture samplingstack
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Build VocoderDONE
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Remove dc offset and build voicestack
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Remove silences and build voiceDONE
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Build voice with IITM data addedRUNNING
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Build voice with a different frame rate ( more frames)stack
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Fine tune by adding unrelated datastack
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Do Iterative Dilated Convolutionsstack
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22 March 2019DiagnosisBuild voice with RMS Tacotronstack
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