Esempio n. 1
0
        /// <summary>
        /// Check and geneate isolated symbol lexion.
        /// </summary>
        /// <param name="chartable">Char table.</param>
        /// <param name="posSymbol">Pos of symbol.</param>
        /// <param name="lexiconOutput">Lexicon output.</param>
        /// <param name="errors">Errors.</param>
        public void CheckContextualSymbolInLexicon(CharTable chartable,
            string posSymbol, string lexiconOutput, Collection<string> errors)
        {
            if (chartable == null)
            {
                throw new ArgumentNullException("chartable");
            }

            if (errors == null)
            {
                throw new ArgumentNullException("errors");
            }

            if (posSymbol == null)
            {
                throw new ArgumentNullException("posSymbol");
            }

            Lexicon lexicon = new Lexicon(chartable.Language);
            Collection<string> polyWord = new Collection<string>();

            foreach (CharElement charElement in chartable.CharList)
            {
                LexicalItem symbolItem = _lexicon.Lookup(
                    charElement.Symbol.ToString(), true);
                LexicalItem lexiconItem = new LexicalItem(lexicon.Language);
                LexiconPronunciation lexiconPron = new LexiconPronunciation(
                    lexicon.Language);
                string pron = string.Empty;
                string expansion = charElement.ContextualExpansion;

                if (string.IsNullOrEmpty(expansion))
                {
                    continue;
                }

                lexiconItem.Grapheme = charElement.Symbol.ToString();
                Collection<string> errorStrings = new Collection<string>();
                bool hasError = _lexicon.GetPronunciationForWords(expansion, errorStrings, polyWord, ref pron);
                if (!hasError && !string.IsNullOrEmpty(pron))
                {
                    bool addWord = true;
                    if (symbolItem != null)
                    {
                        string[] prons = Pronunciation.SplitIntoPhones(pron);
                        foreach (LexiconPronunciation existPron in symbolItem.Pronunciations)
                        {
                            bool same = true;
                            string[] existProns = Pronunciation.SplitIntoPhones(existPron.Symbolic);
                            if (existProns.Length == prons.Length)
                            {
                                for (int i = 0; i < prons.Length; i++)
                                {
                                    if (existProns[i] != prons[i])
                                    {
                                        same = false;
                                        break;
                                    }
                                }

                                if (same)
                                {
                                    addWord = false;
                                    break;
                                }
                            }
                        }
                    }

                    // add the word if the symbol or pronunicaiton is not in lexicon
                    if (addWord)
                    {
                        lexiconPron.Symbolic = pron;
                        LexiconItemProperty lip = new LexiconItemProperty();
                        lip.PartOfSpeech = new PosItem(posSymbol);
                        lexiconPron.Properties.Add(lip);
                        lexiconItem.Pronunciations.Add(lexiconPron);
                        lexicon.Items.Add(lexiconItem.Grapheme, lexiconItem);
                        if (symbolItem != null)
                        {
                            errors.Add(AttributeError.SymbolDiffPronFromLex + charElement.Symbol.ToString());
                        }
                    }
                    else
                    {
                        errors.Add(AttributeError.InfoSymbolInLex + charElement.Symbol.ToString());
                    }
                }
                else
                {
                    errors.Add(AttributeError.SymbolPronGenError + charElement.Symbol.ToString());
                }
            }

            Lexicon.WriteAllData(lexiconOutput, lexicon, Encoding.Unicode);
        }
Esempio n. 2
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        public LexicalItem Lookup(string grapheme, bool ignoreCase)
        {
            if (string.IsNullOrEmpty(grapheme))
            {
                throw new ArgumentNullException("grapheme");
            }

            LexicalItem foundItem = null;
            if (!ignoreCase)
            {
                foundItem = Lookup(grapheme);
            }
            else
            {
                foundItem = new LexicalItem(this.Language);
                foundItem.Grapheme = grapheme;
                foundItem.AddRange(Lookup(grapheme));

                CultureInfo cultureInfo = CultureInfo.GetCultureInfo(Localor.LanguageToString(this.Language));

                string word = grapheme.ToLower(cultureInfo);
                if (!word.Equals(grapheme, StringComparison.Ordinal))
                {
                    foundItem.AddRange(Lookup(word));
                }

                LexicalItem newItem = Lookup(grapheme.ToUpper(cultureInfo));
                foundItem.AddRange(newItem);

                if (grapheme.Length > 1)
                {
                    string pascalWord = string.Concat(grapheme.Substring(0, 1).ToUpper(cultureInfo),
                        grapheme.Substring(1).ToLower(cultureInfo));
                    newItem = Lookup(pascalWord);
                    foundItem.AddRange(newItem);
                }

                foundItem.MergeDuplicatePronunciation();
                if (foundItem.Pronunciations.Count == 0)
                {
                    foundItem = null;
                }
            }

            return foundItem;
        }
        /// <summary>
        /// Look up word from online dictionary .
        /// </summary>
        /// <param name="word">Word parameter .</param>
        /// <param name="isOOV">If the word is OOV.</param>
        /// <returns>Return a LexicalItem for each word .</returns>
        public LexicalItem Lookup(string word, ref bool isOOV)
        {
            _item = new LexicalItem(_language);
            _word = word.ToLower();
            _item.Grapheme = _word;
            bool flag = false;
            Dictionary<string, Collection<string>> prons = new Dictionary<string, Collection<string>>();
            isOOV = false;
            foreach (DictionaryModel dic in _dics)
            {
                Collection<string> pronunciations = dic.Lookup(word);
                isOOV = dic.IsOOV;
                if (!dic.IsOOV)
                {
                    if (string.IsNullOrEmpty(dic.Word))
                    {
                        throw new InvalidDataException(Helper.NeutralFormat(
                            "Error happened when processing word \"{0}\": The word parsed from web is empty", word));
                    }
                    else if (dic.Pronunciations.Count == 0)
                    {
                        throw new InvalidDataException(Helper.NeutralFormat(
                            "Error happened when processing word \"{0}\": The pronunciation parsed from web is empty", word));
                    }
                    else
                    {
                        DicItem item = new DicItem();
                        item.Word = dic.Word;
                        item.POS = dic.POS;
                        item.Pronunciations = dic.Pronunciations;
                        _dicItems.Add(item);
                        if (word.Equals(dic.Word, StringComparison.InvariantCultureIgnoreCase))
                        {
                            foreach (string pron in dic.Pronunciations)
                            {
                                if (!prons.Keys.Contains(pron))
                                {
                                    Collection<string> pos = new Collection<string>();
                                    pos.Add(dic.POS);
                                    prons.Add(pron, pos);
                                }
                                else
                                {
                                    if (!prons[pron].Contains(dic.POS))
                                    {
                                        prons[pron].Add(dic.POS);
                                    }
                                }
                            }
                        }
                        else
                        {
                            flag = true;
                        }
                    }
                }

                dic.Reset();
            }

            GenerateLexicalItem(prons);
            _isMorphology = flag;
            return Item;
        }
Esempio n. 4
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        /// <summary>
        /// Add domain specified LexicalItem into dictionary.
        /// </summary>
        /// <param name="domainLexicons">Dictionary.</param>
        /// <param name="domainTag">Domain tag.</param>
        /// <param name="lexItem">LexicalItem.</param>
        private void FillDomainLexicalItem(Dictionary<string, Lexicon> domainLexicons, string domainTag, LexicalItem lexItem)
        {
            Helper.ThrowIfNull(domainLexicons);
            Helper.ThrowIfNull(domainTag);
            Helper.ThrowIfNull(lexItem);

            if (domainLexicons.ContainsKey(domainTag))
            {
                if (!domainLexicons[domainTag].Items.ContainsKey(lexItem.Grapheme))
                {
                    domainLexicons[domainTag].Items.Add(lexItem.Grapheme, lexItem);
                }
                else
                {
                    throw new InvalidDataException(
                        string.Format("Duplicate lexicon word \"{0}\" in \"{1}\" domain.", lexItem.Grapheme, domainTag));
                }
            }
            else
            {
                Lexicon newLexicon = new Lexicon(Language);
                newLexicon.Encoding = Encoding;
                newLexicon.DomainTag = domainTag;
                newLexicon.Items.Add(lexItem.Grapheme, lexItem);
                domainLexicons.Add(domainTag, newLexicon);
            }
        }
Esempio n. 5
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        /// <summary>
        /// Create the lexicon from Xml Script file.
        /// </summary>
        /// <param name="scriptFile">Xml script file.</param>
        /// <param name="defaultPos">Part of Speech String.</param>
        /// <param name="mainLexicon">MainLexicon.</param>
        /// <returns>Lexicon.</returns>
        public static Lexicon CreateFromXmlScriptFile(XmlScriptFile scriptFile, string defaultPos, Lexicon mainLexicon)
        {
            if (scriptFile == null)
            {
                throw new ArgumentNullException("scriptFile");
            }

            if (string.IsNullOrEmpty(defaultPos))
            {
                throw new ArgumentNullException("defaultPos");
            }

            Lexicon lexicon = new Lexicon(scriptFile.Language);
            foreach (ScriptItem item in scriptFile.Items)
            {
                foreach (ScriptWord scriptWord in item.AllPronouncedWords)
                {
                    string word = scriptWord.Grapheme;

                    // Create LexiconPronunciaton Node
                    LexiconPronunciation pron = new LexiconPronunciation(lexicon.Language);
                    pron.Symbolic = scriptWord.Pronunciation;

                    if (mainLexicon != null)
                    {
                        LexicalItem mainLexiconItem = mainLexicon.Lookup(word, true);
                        if (mainLexiconItem != null)
                        {
                            LexiconPronunciation lexPron = mainLexiconItem.FindPronunciation(pron.Symbolic, true);
                            if (lexPron != null)
                            {
                                pron.Symbolic = lexPron.Symbolic;
                            }
                        }
                    }

                    LexiconItemProperty property = new LexiconItemProperty();
                    if (string.IsNullOrEmpty(scriptWord.PosString))
                    {
                        property.PartOfSpeech = new PosItem(defaultPos);
                    }
                    else
                    {
                        property.PartOfSpeech = new PosItem(scriptWord.PosString);
                    }

                    pron.Properties.Add(property);
                    
                    if (!lexicon.Items.ContainsKey(word))
                    {
                        LexicalItem lexicalItem = new LexicalItem(lexicon.Language);
                        lexicalItem.Grapheme = word;
                        lexicalItem.Pronunciations.Add(pron);
                        lexicon.Items.Add(word, lexicalItem);
                    }
                    else
                    {
                        bool needAdd = true;
                        foreach (LexiconPronunciation pronunciation in lexicon.Items[word].Pronunciations)
                        {
                            if (pronunciation.Symbolic.Equals(pron.Symbolic, StringComparison.InvariantCultureIgnoreCase))
                            {
                                needAdd = false;
                                if (!pronunciation.Properties.Contains(property))
                                {
                                    pronunciation.Properties.Add(property);
                                }
                            }
                        }

                        if (needAdd)
                        {
                            lexicon.Items[word].Pronunciations.Add(pron);
                        }
                    }
                }
            }
            
            return lexicon;
        }
Esempio n. 6
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        /// <summary>
        /// Load LexicalItem from XmlNode.
        /// </summary>
        /// <param name="parentLexicon">Lexicon.</param>
        /// <param name="wordNode">XmlNode.</param>
        /// <param name="nsmgr">XmlNamespaceManager.</param>
        /// <param name="contentController">Object.</param>
        /// <param name="errorSet">ErrorSet.</param>
        /// <returns>LexicalItem.</returns>
        internal static LexicalItem Load(Lexicon parentLexicon, XmlNode wordNode, XmlNamespaceManager nsmgr, Lexicon.ContentControler contentController, ErrorSet errorSet)
        {
            Debug.Assert(parentLexicon != null && wordNode != null && nsmgr != null &&
                contentController != null && errorSet != null);

            XmlElement wordElement = wordNode as XmlElement;
            LexicalItem lexiconItem = new LexicalItem(parentLexicon.Language);
            lexiconItem.Parent = parentLexicon;

            string grapheme = wordElement.GetAttribute("v");
            if (string.IsNullOrEmpty(grapheme))
            {
                errorSet.Add(LexiconError.InvalidWordEntry,
                    new Error(WordEntryError.EmptyWord), grapheme);
                lexiconItem = null;
            }
            else if (!grapheme.Trim().Equals(grapheme, StringComparison.OrdinalIgnoreCase))
            {
                errorSet.Add(LexiconError.InvalidWordEntry,
                        new Error(WordEntryError.LeadingOrTrailingSpace), grapheme);
                lexiconItem = null;
            }
            else
            {
                Regex regex = new Regex("(  )|\t");
                if (regex.IsMatch(grapheme.Trim()))
                {
                    errorSet.Add(LexiconError.InvalidWordEntry,
                        new Error(WordEntryError.ContainingTabOrMultipleSpaces), grapheme);
                }
            }

            if (lexiconItem != null)
            {
                // Before share lexicon object to lexicon reviewer tool,
                // we drop those items if they have "deleted" status
                string statusValue = wordElement.GetAttribute("s");
                if (!string.IsNullOrEmpty(statusValue))
                {
                    lexiconItem.Status = (Lexicon.LexiconStatus)Enum.Parse(typeof(Lexicon.LexiconStatus),
                        statusValue, true);
                }

                if (!contentController.IsHistoryCheckingMode && lexiconItem.Status == Lexicon.LexiconStatus.Deleted)
                {
                    lexiconItem = null;
                }
                else
                {
                    lexiconItem.Alias = wordElement.GetAttribute("alias");
                    CultureInfo cultureInfo = new CultureInfo(Localor.LanguageToString(parentLexicon.Language), false);
                    lexiconItem._text = grapheme;
                    lexiconItem.Grapheme = contentController.IsCaseSensitive ? grapheme.Trim() : grapheme.Trim().ToLower(cultureInfo);
                    lexiconItem.OldGrapheme = lexiconItem.Grapheme;

                    // Check whether this word is reviewed
                    string reviewedValue = wordElement.GetAttribute("r");
                    if (!string.IsNullOrEmpty(reviewedValue))
                    {
                        lexiconItem.Reviewed = bool.Parse(reviewedValue);
                    }

                    // Get word's frequency. If there's no such information, set frequency to zero
                    int frequency = 0;
                    int.TryParse(wordElement.GetAttribute("f"), out frequency);
                    lexiconItem.Frequency = frequency;

                    // Load comment
                    lexiconItem.Comment = wordElement.GetAttribute("c");

                    if (lexiconItem.Status != Lexicon.LexiconStatus.Original)
                    {
                        // Get original word text.
                        string originalWordText = wordElement.GetAttribute("vo");
                        if (!string.IsNullOrEmpty(originalWordText))
                        {
                            lexiconItem.OldGrapheme = originalWordText;
                        }
                    }

                    foreach (XmlNode pronNode in wordNode.SelectNodes("tts:p", nsmgr))
                    {
                        LexiconPronunciation lexPron = LexiconPronunciation.Load(lexiconItem,
                            pronNode, nsmgr, contentController, errorSet);
                        if (lexPron != null)
                        {
                            lexiconItem.Pronunciations.Add(lexPron);
                        }
                    }
                }
            }

            return lexiconItem;
        }
Esempio n. 7
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        /// <summary>
        /// Save pronunciations.
        /// </summary>
        /// <param name="tw">Text writer.</param>
        /// <param name="graphme">Word graphme.</param>
        /// <param name="lexItem">Lexicon items.</param>
        private void SavePronunciation(TextWriter tw, string graphme, LexicalItem lexItem)
        {
            foreach (LexiconPronunciation lexPron in lexItem.Pronunciations)
            {
                if (!lexPron.Valid)
                {
                    this.ErrorSet.Add(LexiconCompilerError.RemoveInvalidPronunciation, graphme, lexPron.Symbolic);
                    continue;
                }

                ErrorSet phoneConvertErrorSet = new ErrorSet();
                string hexIds = Pronunciation.ConvertIntoHexIds(lexPron.Symbolic,
                    _ttsPhoneSet, phoneConvertErrorSet);
                if (string.IsNullOrEmpty(hexIds))
                {
                    continue;
                }

                string firstHalf = Helper.NeutralFormat("{0}\t{1}\t{2}",
                    graphme, hexIds, "sppos=noncontent");
                Collection<string> attributeStringList = new Collection<string>();

                Debug.Assert(lexPron.Symbolic != null);
                Debug.Assert(lexPron.Properties != null && lexPron.Properties.Count > 0);
                SaveProperty(graphme, lexPron, attributeStringList);

                foreach (string attributeString in attributeStringList)
                {
                    tw.WriteLine(firstHalf + attributeString);
                }
            }
        }
Esempio n. 8
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 /// <summary>
 /// Add the pronunciations for new item into original item.
 /// </summary>
 /// <param name="newItem">New item.</param>
 public void AddRange(LexicalItem newItem)
 {
     if (newItem != null)
     {
         foreach (LexiconPronunciation pronunciation in newItem.Pronunciations)
         {
             this.Pronunciations.Add(pronunciation);
         }
     }
 }
Esempio n. 9
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        /// <summary>
        /// Clone current word.
        /// </summary>
        /// <returns>Cloned word.</returns>
        public LexicalItem Clone()
        {
            LexicalItem clonedWord = new LexicalItem();
            clonedWord.Alias = _alias;
            clonedWord.Comment = _comment;
            clonedWord.Frequency = _frequency;
            clonedWord.Language = _language;
            clonedWord.LexiconType = _lexiconType;
            clonedWord.Grapheme = _grapheme;
            clonedWord.OldGrapheme = _oldGrapheme;
            clonedWord.Reviewed = Reviewed;
            clonedWord.Status = Status;
            clonedWord._text = _text;
            clonedWord.Valid = _valid;
            clonedWord.Parent = Parent;

            foreach (LexiconPronunciation pron in _pronunciations)
            {
                LexiconPronunciation clonedPron = pron.Clone();
                clonedWord.Pronunciations.Add(clonedPron);
                clonedPron.Parent = clonedWord;
            }

            return clonedWord;
        }
Esempio n. 10
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        /// <summary>
        /// Import domain LexicalItem.
        /// </summary>
        /// <param name="domainLexItem">LexicalItem.</param>
        /// <param name="domainTag">Domain tag.</param>
        /// <param name="trustDomainLexicon">Whether domain lexion is trusting.</param>
        /// <returns>ErrorSet.</returns>
        public ErrorSet ImportDomainLexicalItem(LexicalItem domainLexItem, string domainTag, bool trustDomainLexicon)
        {
            Helper.ThrowIfNull(domainLexItem);
            Helper.ThrowIfNull(domainTag);

            if (!domainLexItem.OnlyContainsOneDomain(domainTag))
            {
                throw new InvalidDataException("It is invalid to include any other domain in property level.");
            }

            bool imported = false;
            ErrorSet importError = new ErrorSet();
            bool isFirstPron = true;

            // Needn't set p="true" tag for general domain, 
            // because the order of pronunciation means the priority of general domain.
            domainTag = domainTag.ToLower(CultureInfo.InvariantCulture);
            if (domainTag.Equals(DomainItem.GeneralDomain))
            {
                isFirstPron = false;
            }

            if (!IsReviewedDomain(domainTag))
            {
                foreach (LexiconPronunciation domainPron in domainLexItem.Pronunciations)
                {
                    LexiconPronunciation duplicatePron = FindLexiconPronunciation(domainPron.Symbolic, false);
                    if (duplicatePron == null)
                    {
                        duplicatePron = FindLexiconPronunciation(domainPron.Symbolic, true);
                    }

                    if (duplicatePron != null)
                    {
                        if (duplicatePron.ImportDomainPronunciation(domainPron, domainTag, isFirstPron))
                        {
                            imported = true;
                        }

                        isFirstPron = false;
                    }
                    else
                    {
                        if (trustDomainLexicon)
                        {
                            // if trustDomainLexicon is true, add new pronunication to lexicon item.
                            _pronunciations.Add(domainPron);
                        }
                        else
                        {
                            importError.Add(LexiconError.NewDomainPronunciation, domainTag, domainLexItem.Grapheme, domainPron.Symbolic);
                        }
                    }
                }
            }

            if (imported)
            {
                Status = Lexicon.LexiconStatus.Original;
                Reviewed = false;
            }

            return importError;
        }
Esempio n. 11
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        /// <summary>
        /// Compare objects that derived from LexicalItem.
        /// </summary>
        /// <param name="obj1">Object 1.</param>
        /// <param name="obj2">Object 2.</param>
        /// <returns>true for equal
        ///     (null, null) => equal
        ///     (null, deleted) => equal
        ///     (deleted, deleted) => equal.
        /// </returns>
        public static bool Equals(LexicalItem obj1, LexicalItem obj2)
        {
            if (obj1 == obj2)
            {
                return true;
            }

            if ((obj1 == null || obj1.Status == Lexicon.LexiconStatus.Deleted) &&
                (obj2 == null || obj2.Status == Lexicon.LexiconStatus.Deleted))
            {
                return true;
            }

            if (obj1.Alias != obj2.Alias ||
                obj1.Grapheme != obj2.Grapheme ||
                obj1.Language != obj2.Language ||
                obj1.LexiconType != obj2.LexiconType ||
                obj1.Polyphonic != obj2.Polyphonic ||
                obj1.Status != obj2.Status ||
                obj1.Text != obj2.Text)
            {
                return false;
            }

            Collection<LexiconPronunciation> prons1 = obj1.Pronunciations;
            Collection<LexiconPronunciation> prons2 = obj2.Pronunciations;
            int pronsLength = prons1.Count;
            if (pronsLength != prons2.Count)
            {
                return false;
            }

            for (int i = 0; i < pronsLength; i++)
            {
                if (!LexiconPronunciation.Equals(prons1[i], prons2[i]))
                {
                    return false;
                }
            }

            return true;
        }
Esempio n. 12
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        /// <summary>
        /// Load LexiconPronunciation from XmlNode.
        /// </summary>
        /// <param name="parentLexItem">LexicalItem.</param>
        /// <param name="pronNode">XmlNode.</param>
        /// <param name="nsmgr">XmlNamespaceManager.</param>
        /// <param name="contentController">Object.</param>
        /// <param name="errorSet">ErrorSet.</param>
        /// <returns>LexiconPronunciation.</returns>
        internal static LexiconPronunciation Load(LexicalItem parentLexItem, XmlNode pronNode, XmlNamespaceManager nsmgr, Lexicon.ContentControler contentController, ErrorSet errorSet)
        {
            Debug.Assert(parentLexItem != null && pronNode != null &&
                nsmgr != null && contentController != null && errorSet != null);

            LexiconPronunciation lexPron = new LexiconPronunciation(parentLexItem.Language);
            lexPron.Parent = parentLexItem;

            XmlElement pronElem = pronNode as XmlElement;
            Debug.Assert(pronElem != null);

            string pronStatusValue = pronElem.GetAttribute("s");
            if (!string.IsNullOrEmpty(pronStatusValue))
            {
                lexPron.Status = (Lexicon.LexiconStatus)Enum.Parse(typeof(Lexicon.LexiconStatus),
                    pronStatusValue, true);
            }

            // Lexicon object is shared with lexicon reviewer tool,
            // We drop those items if they have "deleted" status when it is not loaded by lexicon reviewer tool
            if (!contentController.IsHistoryCheckingMode && lexPron.Status == Lexicon.LexiconStatus.Deleted)
            {
                lexPron = null;
            }
            else
            {
                Regex regex = new Regex(@"\s{2,}");
                lexPron.Symbolic = pronElem.GetAttribute("v").Trim();
                lexPron.Symbolic = regex.Replace(lexPron.Symbolic, " ").ToLowerInvariant();
                lexPron.OldSymbolic = lexPron.Symbolic;

                // Get pronunciation original position.
                string originalPronPosition = pronElem.GetAttribute("o");
                if (!string.IsNullOrEmpty(originalPronPosition))
                {
                    lexPron.OldPosition = int.Parse(originalPronPosition, CultureInfo.InvariantCulture);
                }

                if (lexPron.Status != Lexicon.LexiconStatus.Original)
                {
                    string originalPronText = pronElem.GetAttribute("vo");
                    if (!string.IsNullOrEmpty(originalPronText))
                    {
                        lexPron.OldSymbolic = originalPronText;
                    }
                }

                // Get word's frequency. If there's no such information, set frequency to zero
                int frequency = 0;
                int.TryParse(pronElem.GetAttribute("f"), out frequency);
                lexPron.Frequency = frequency;

                foreach (XmlNode propertyNode in pronNode.SelectNodes("tts:pr", nsmgr))
                {
                    LexiconItemProperty property = LexiconItemProperty.Load(lexPron, propertyNode, nsmgr, contentController, errorSet);
                    if (property != null)
                    {
                        if (contentController.IsHistoryCheckingMode || !lexPron.Properties.Contains(property))
                        {
                            lexPron.Properties.Add(property);
                        }
                        else
                        {
                            errorSet.Add(LexiconError.DuplicateProperty, parentLexItem.Text, lexPron.Symbolic);
                        }
                    }
                }
            }

            return lexPron;
        }