SampleType » History » Version 27

Chris Cannam, 2014-02-10 02:29 PM

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h1. Output Sample Type and Sample Rate
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{{>toc}}
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A Vamp plugin receives audio and produces a series of descriptive feature structures.
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The audio input is provided as a series of fixed-length sample blocks, equally spaced in time, provided to successive calls to the plugin's @process@ function. The plugin may return any number of features from each @process@ call, and may also return any number of features from @getRemainingFeatures@ after all the audio has been received.
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Features are each associated with a particular output of the plugin. The plugin declares that each output has certain properties, which constrain the sort of feature data the host can expect to see. (See diagram.)
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!/attachments/download/980/feature-structures-20pc.png!
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A feature may or may not have a timestamp (as well as, optionally, a duration). Whether a timestamp is needed -- and, if it is provided, what it means -- are determined by the @sampleType@ and @sampleRate@ properties of the output on which the feature is returned.
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An output's @sampleType@ property may be either @OneSamplePerStep@, @FixedSampleRate@, or @VariableSampleRate@. Here's what they mean.
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h2. OneSamplePerStep
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This is the simplest option.
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If an output is declared as having a @sampleType@ of @OneSamplePerStep@, then any features returned from a @process@ call are assumed to match up with the audio block provided to that @process@ call.
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The @sampleRate@ and @hasDuration@ output properties are ignored for outputs of this type.
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For any features returned through an output declared with @OneSamplePerStep@ type,
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 * The plugin _should not_ set timestamps on these features and _should_ set their @hasTimestamp@ property to @false@;
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 * The plugin _should not_ set durations on these features and _should_ set their @hasDuration@ property to @false@;
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 * If the plugin does set either timestamps or durations, the host _must_ ignore them;
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 * The host _must_ treat all such features returned from a given @process@ call as if they had the same timestamp as it passed to that @process@ call;
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 * The host _must_ treat all such features returned from @getRemainingFeatures@ as if they were immediately following the final @process@ block (i.e. with the same time as the next equally-spaced @process@ block would have had if the input had not ended);
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 * The host _must_ treat all such features has having duration equal to the spacing between process blocks.
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h3. Examples
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@OneSamplePerStep@ is most often used for simple measurements and visualisations, in which some internal calculation is updated on each process call and a new result returned. For example: envelope trackers; power calculations; spectrograms. These outputs are typically visualised using line graphs or colour matrix plots.
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@OneSamplePerStep@ is often used for intermediate results calculated during processing of a more sophisticated feature. For example, a beat tracker might have an auxiliary output with @OneSamplePerStep@ type returning its internal onset detection function value.
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h2. VariableSampleRate
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If the @OneSamplePerStep@ output type essentially means that the plugin leaves all time calculations up to the host, @VariableSampleRate@ is the opposite.
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If an output is declared as having a @SampleType@ of @VariableSampleRate@, the features returned through it will have timestamps set by the plugin, and they won't necessarily have any relationship to the process block timestamps provided by the host.
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h3. Timestamps
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For any features returned through an output declared with @VariableSampleRate@ type,
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 * The plugin _must_ set timestamps on these features and _must_ set their @hasTimestamp@ property to @true@;
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 * The host _must_ use the timestamps of such features as indicating their start times, independent of process block timing;
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h3. Durations
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Features returned through @VariableSampleRate@ outputs may optionally have durations.
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If the output's @hasDuration@ property is @true@, then
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 * The plugin _may_ set the @hasDuration@ property of such features to @true@ and, if it does so, _must_ also set their durations;
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 * If a feature's @hasDuration@ property is true, then the host _must_ use the feature's duration rather than treating it as a point value.
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If the output's @hasDuration@ property is @false@, then the host _must_ ignore the @hasDuration@ and @duration@ properties of the features and treat them as point values instead.
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h3. Examples
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h2. FixedSampleRate
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If an output is declared as having a @SampleType@ of @FixedSampleRate@
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h3. Examples