Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Agent skill
Interspeech Related Work
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge…
Install Interspeech Related Work
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-related-work --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-related-work .claude/skills/interspeech-related-work && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "interspeech-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-work into .claude/skills/interspeech-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-related-work", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-workType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-related-work --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-related-work .agents/skills/interspeech-related-work && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "interspeech-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-work into .agents/skills/interspeech-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-related-work", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-related-work --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-related-work .cursor/skills/interspeech-related-work && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "interspeech-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-work into .cursor/skills/interspeech-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-related-work", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path INTERSPEECH-Skills/skills/interspeech-related-work--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-related-work --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-related-work .gemini/skills/interspeech-related-work && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "interspeech-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-work into .gemini/skills/interspeech-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-related-work", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-related-workInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-related-work .github/skills/interspeech-related-work && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "interspeech-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-work into .github/skills/interspeech-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-related-work", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-related-work --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-related-work .opencode/skills/interspeech-related-work && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "interspeech-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-related-work into .opencode/skills/interspeech-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-related-work", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
interspeech-related-work- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 629 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge…
- Positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs
- SKILL.md covers The five lanes to cover, Search the field like a speech…, Venue attribution: the trap list and Positioning under compression, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Covering the ICASSP/ASRU/SLT sibling circuit and challenge series
What it does
Interspeech Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge series, handling the speech-versus-NLP crossover canon, citing corpora properly, and avoiding the venue misattributions speech reviewers notice instantly.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Literature review, Citation management and Natural language processing. It works with arXiv. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs
- Covering the ICASSP/ASRU/SLT sibling circuit and challenge series
- Handling the speech-versus-NLP crossover canon
- Citing corpora properly
Example prompts
- “/interspeech-related-work”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bibtex).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Interspeech Related Work loads about 1.5k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 629 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 629 words, ~1,494 tokens.
Download SKILL.mdSave it as
.claude/skills/interspeech-related-work/SKILL.md (or your agent's skills folder).- name
- interspeech-related-work
- description
- Use when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge series, handling the speech-versus-NLP crossover canon, citing corpora properly, and avoiding the venue misattributions speech reviewers notice instantly.
INTERSPEECH Related Work
At Interspeech, related work is compressed into clauses (the 4-page format leaves no room for a survey), which raises the stakes: the few citations you make signal whether you know the field's actual genealogy. Speech has a citation culture with sharp edges — canonical systems, challenge baselines, and corpus papers each have one correct citation — and reviewers check.
The five lanes to cover
| Lane | What reviewers look for | Where it lives |
|---|---|---|
| ISCA lineage | The prior Interspeech/ISCA-workshop papers on your exact task | ISCA Archive (isca-archive.org) |
| IEEE sibling circuit | ICASSP/ASRU/SLT versions of the same line | IEEE Xplore |
| Challenge canon | The relevant challenge (CHiME, VoxSRC, ASVspoof, Blizzard, VoicePrivacy…) and its baseline system | challenge sites + ISCA Archive |
| Crossover ML/NLP | The arXiv/NeurIPS/ICML/ACL end of speech-LLM and SSL work | arXiv + those proceedings |
| Corpus & metric papers | The corpus paper for every dataset, the metric paper for every nonstandard metric | mixed venues — cite the true one |
Missing lane 1 is the deadly one: a paper that cites only arXiv preprints while ignoring two prior Interspeech papers on the same task tells the area chair the authors never searched the Archive.
Search the field like a speech researcher
- ISCA Archive (www.isca-archive.org) is open access and searchable across all Interspeech years plus ISCA workshops — search it by task term before writing a single positioning sentence.
- Interspeech papers carry DOIs of the form
10.21437/Interspeech.<year>-<n>; cite the archival version, not the arXiv mirror, when both exist. - Sweep the last ~3 editions of Interspeech and the last ICASSP for your task — the annual+annual rhythm means the state of the art moves twice a year.
- Check the relevant challenge's latest edition; at Interspeech, "the CHiME-8 baseline" is a shared reference point that locates your numbers instantly.
Venue attribution: the trap list
Speech's most-cited papers are scattered across venues, and misattributing them is
a credibility wound. Verified anchors (see resources/exemplars/library.md for
the checked list):
- Conformer, SpecAugment, ECAPA-TDNN, Tacotron, SUPERB — Interspeech papers (2020/2019/2020/2017/2021 respectively).
- LibriSpeech and x-vectors — ICASSP, not Interspeech.
- wav2vec 2.0 — NeurIPS; Whisper — ICML; Common Voice — LREC.
- HuBERT — a journal (TASLP) paper despite its conference-era fame.
When unsure, resolve the DOI before citing the venue. Never trust a BibTeX file scraped from arXiv for venue fields.
Show full SKILL.md (266 more words)Show less
Positioning under compression
With one paragraph (or less) of space, use the clause pattern per contrast:
Streaming Conformer variants [3,4] reduce latency but hold WER on
test-other above 6%; adapter-based domain methods [5] recover accuracy
but require target-domain text. We keep the streaming constraint of [3]
while removing the text requirement of [5].Each cited item gets a property and a limitation; your contribution is defined as the complement. Three such sentences outperform a half-page related-work section.
Self-citation under double-anonymity
- Third person, always: "extending the system of [7]" even when [7] is yours.
- If your prior system is unmistakably identifiable, cite it anyway — omitting the obvious predecessor is worse — but do not claim ownership.
- The anonymity period (from one month pre-deadline to decisions, per the 2025/2026 policy) also constrains when your own extended preprint may appear.
Corpus and tool citation etiquette
- Every dataset gets its paper cited (and license stated — see
interspeech-artifact-evaluation); every toolkit that shaped results (ESPnet, Kaldi, SpeechBrain…) gets its citation. - Metrics with a defining paper (PESQ, STOI, minDCF conventions) are cited on first use if any nonstandard choice is made.
BibTeX hygiene for a speech bibliography
@inproceedings{gulati20_interspeech,
title = {Conformer: Convolution-augmented Transformer
for Speech Recognition},
author = {Gulati, Anmol and others},
booktitle = {Proc. Interspeech 2020},
pages = {5036--5040},
doi = {10.21437/Interspeech.2020-3015}
}booktitle = {Proc. Interspeech <year>}is the community norm; do not write "INTERSPEECH: Annual Conference of..." variants that fragment your reference list's style.- Keep the DOI field — it is how readers reach the Archive from the PDF.
- Purge arXiv
eprintentries for papers that have archival versions; mixed duplicate entries (same paper cited twice via different keys) are a classic reference-page space leak under the 4+1 format. - The references page is capacity-limited too: with roughly 20–30 entries fitting comfortably, every citation must be load-bearing. Cut courtesy citations before cutting positioning ones.
Output format
[Lane coverage] ISCA / IEEE-sibling / challenge / crossover / corpus — hit or gap
[Archive sweep] last-3-editions search done? missing prior art found
[Attribution check] venues verified via DOI for all load-bearing citations
[Positioning clauses] each contrast has property + limitation + complement
[Self-citation] third-person compliance; anonymity-period exposure
[Fix list] <ordered>Archive URLs and the anonymity-period wording were checked 2026-07-08
(resources/official-source-map.md); challenge editions roll annually — re-sweep
at writing time, not at submission time.
© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in INTERSPEECH-Skills/skills/interspeech-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Interspeech Related Work next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Interspeech Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Systematic Literature Review Builderbytedance/deer-flow | 84k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | |
| Paper Research on arXivXiaomiMiMo/MiMo-Code | 14k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Literature Review AgentAr9av/PaperOrchestra | 679 | 1 repos | ~5.2k | Automated safety check: Pass | Custom licence | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 |
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Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.
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Related
Works with
Categories
Questions about Interspeech Related Work
What does Interspeech Related Work do?
A skill your agent uses when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge…. Interspeech Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge series, handling the speech-versus-NLP crossover canon, citing corpora properly, and avoiding the venue misattributions speech reviewers notice instantly.
When should I use Interspeech Related Work?
Interspeech Related Work fits situations like: positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs; covering the ICASSP/ASRU/SLT sibling circuit and challenge series; handling the speech-versus-NLP crossover canon; citing corpora properly.
How do I install Interspeech Related Work in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a claude-code`. Or copy the skill folder (INTERSPEECH-Skills/skills/interspeech-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/interspeech-related-work in your project. Claude Code loads it when a task matches its description.
How do I install Interspeech Related Work in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a codex`. Or copy the skill folder (INTERSPEECH-Skills/skills/interspeech-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/interspeech-related-work in your project. Codex loads it when a task matches its description.
Can I use Interspeech Related Work in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-related-work -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/interspeech-related-work, .gemini/skills/interspeech-related-work, .github/skills/interspeech-related-work and .opencode/skills/interspeech-related-work in your project.
What does Interspeech Related Work need to run?
SKILL.md names no scripts, command-line tools or credentials: Interspeech Related Work is instructions for the agent only.
Does Interspeech Related Work access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Interspeech Related Work safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Interspeech Related Work use?
Interspeech Related Work is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Interspeech Related Work use?
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Interspeech Related Work?
Skills that share tags, products or a category with Interspeech Related Work: Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Systematic Literature Review Builder (bytedance/deer-flow, 84k stars), Paper Research on arXiv (XiaomiMiMo/MiMo-Code, 14k stars) and Literature Review Agent (Ar9av/PaperOrchestra, 679 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Interspeech Related Work?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.