diff options
author | Determinant <[email protected]> | 2015-08-14 11:51:42 +0800 |
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committer | Determinant <[email protected]> | 2015-08-14 11:51:42 +0800 |
commit | 96a32415ab43377cf1575bd3f4f2980f58028209 (patch) | |
tree | 30a2d92d73e8f40ac87b79f6f56e227bfc4eea6e /kaldi_io/src/kaldi/itf/clusterable-itf.h | |
parent | c177a7549bd90670af4b29fa813ddea32cfe0f78 (diff) |
add implementation for kaldi io (by ymz)
Diffstat (limited to 'kaldi_io/src/kaldi/itf/clusterable-itf.h')
-rw-r--r-- | kaldi_io/src/kaldi/itf/clusterable-itf.h | 97 |
1 files changed, 97 insertions, 0 deletions
diff --git a/kaldi_io/src/kaldi/itf/clusterable-itf.h b/kaldi_io/src/kaldi/itf/clusterable-itf.h new file mode 100644 index 0000000..7ef9ae0 --- /dev/null +++ b/kaldi_io/src/kaldi/itf/clusterable-itf.h @@ -0,0 +1,97 @@ +// itf/clusterable-itf.h + +// Copyright 2009-2011 Microsoft Corporation; Go Vivace Inc. + +// See ../../COPYING for clarification regarding multiple authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// THIS CODE IS PROVIDED *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED +// WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE, +// MERCHANTABLITY OR NON-INFRINGEMENT. +// See the Apache 2 License for the specific language governing permissions and +// limitations under the License. + + +#ifndef KALDI_ITF_CLUSTERABLE_ITF_H_ +#define KALDI_ITF_CLUSTERABLE_ITF_H_ 1 + +#include <string> +#include "base/kaldi-common.h" + +namespace kaldi { + + +/** \addtogroup clustering_group + @{ + A virtual class for clusterable objects; see \ref clustering for an + explanation if its function. +*/ + + + +class Clusterable { + public: + /// \name Functions that must be overridden + /// @{ + + /// Return a copy of this object. + virtual Clusterable *Copy() const = 0; + /// Return the objective function associated with the stats + /// [assuming ML estimation] + virtual BaseFloat Objf() const = 0; + /// Return the normalizer (typically, count) associated with the stats + virtual BaseFloat Normalizer() const = 0; + /// Set stats to empty. + virtual void SetZero() = 0; + /// Add other stats. + virtual void Add(const Clusterable &other) = 0; + /// Subtract other stats. + virtual void Sub(const Clusterable &other) = 0; + /// Scale the stats by a positive number f [not mandatory to supply this]. + virtual void Scale(BaseFloat f) { + KALDI_ERR << "This Clusterable object does not implement Scale()."; + } + + /// Return a string that describes the inherited type. + virtual std::string Type() const = 0; + + /// Write data to stream. + virtual void Write(std::ostream &os, bool binary) const = 0; + + /// Read data from a stream and return the corresponding object (const + /// function; it's a class member because we need access to the vtable + /// so generic code can read derived types). + virtual Clusterable* ReadNew(std::istream &os, bool binary) const = 0; + + virtual ~Clusterable() {} + + /// @} + + /// \name Functions that have default implementations + /// @{ + + // These functions have default implementations (but may be overridden for + // speed). Implementatons in tree/clusterable-classes.cc + + /// Return the objective function of the combined object this + other. + virtual BaseFloat ObjfPlus(const Clusterable &other) const; + /// Return the objective function of the subtracted object this - other. + virtual BaseFloat ObjfMinus(const Clusterable &other) const; + /// Return the objective function decrease from merging the two + /// clusters, negated to be a positive number (or zero). + virtual BaseFloat Distance(const Clusterable &other) const; + /// @} + +}; +/// @} end of "ingroup clustering_group" + +} // end namespace kaldi + +#endif // KALDI_ITF_CLUSTERABLE_ITF_H_ + |